diff --git a/README.md b/README.md index b4a8e4f..3830109 100644 --- a/README.md +++ b/README.md @@ -4,9 +4,10 @@ ## 论文列表 -| 论文ID | 标题 | 原文链接 | 翻译链接 | 发布时间 | -| ------ | ---- | -------- | -------- | -------- | -| 2404.07749 | 注释作为自然逻辑的中心：通过注释视角改进代码生成 | [原文](https://arxiv.org/html/2404.07549v1) | [中文](https://1openwindow.github.io/llm-essay-chinese-translation/essay/2404_07549v1/) | 2024-04-11 | +| 论文ID | 标题 | 原文链接 | 发布时间 | +| ------ | ---- | -------- | -------- | +| 2404.13033 | [样本设计工程：LLM下游微调的良好样本的实证研究](https://1openwindow.github.io/llm-essay-chinese-translation/essay/2404.13033v1/) | [原文](https://arxiv.org/html/2404.13033v1) | 2024-04-19 | +| 2404.07749 | [注释作为自然逻辑的中心：通过注释视角改进代码生成](https://1openwindow.github.io/llm-essay-chinese-translation/essay/2404_07549v1/) | [原文](https://arxiv.org/html/2404.07549v1) | 2024-04-11 | ## 如何贡献 diff --git a/essay/2404_13033v1/index.html b/essay/2404_13033v1/index.html new file mode 100644 index 0000000..8a834c1 --- /dev/null +++ b/essay/2404_13033v1/index.html @@ -0,0 +1,8846 @@ + + + + + + + Sample Design Engineering: An Empirical Study of What Makes Good Downstream Fine-Tuning Samples for LLMs + + + + + + + + + + + + + + +
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License: arXiv.org perpetual non-exclusive license
+
arXiv:2404.13033v1 [cs.CL] 19 Apr 2024
+
+ +
+

样本设计工程：LLM下游微调的良好样本的实证研究

+
+ + Biyang Guo + + + + + 1 + ⁣ + + † + + + + + 1 + + † + + + + {}^{1{\dagger}} + + + start_FLOATSUPERSCRIPT 1 † end_FLOATSUPERSCRIPT + + , He Wang + + + + + 1 + ⁣ + + † + + + + + 1 + + † + + + + {}^{1{\dagger}} + + + start_FLOATSUPERSCRIPT 1 † end_FLOATSUPERSCRIPT + + , Wenyilin Xiao + + + + + 1 + ⁣ + + † + + + + + 1 + + † + + + + {}^{1{\dagger}} + + + start_FLOATSUPERSCRIPT 1 † end_FLOATSUPERSCRIPT + + +
Hong Chen + + + + + 2 + ⁣ + † + + + + + 2 + normal-† + + + + + {}^{2{\dagger}} + + + start_FLOATSUPERSCRIPT 2 † end_FLOATSUPERSCRIPT + + , Zhuxin Lee + + + + + 3 + + + 3 + + + + {}^{3} + + start_FLOATSUPERSCRIPT 3 end_FLOATSUPERSCRIPT + + , Songqiao Han + + + + + 1 + ⁣ + * + + + + + 1 + + + + + + {}^{1*} + + start_FLOATSUPERSCRIPT 1 * end_FLOATSUPERSCRIPT + + , Hailiang Huang + + + + + + 1 + , + 4 + + ⁣ + * + + + + + + 1 + 4 + + + + + + + {}^{1,4*} + + + start_FLOATSUPERSCRIPT 1 , 4 * end_FLOATSUPERSCRIPT + + +
+ + + + 1 + + + 1 + + + {}^{1} + + start_FLOATSUPERSCRIPT 1 end_FLOATSUPERSCRIPT + + AI Lab, SIME, Shanghai University of Finance and Economics +
+ + + + 2 + + + 2 + + + {}^{2} + + start_FLOATSUPERSCRIPT 2 end_FLOATSUPERSCRIPT + + Ant Group, + + + + 3 + + + 3 + + + {}^{3} + + start_FLOATSUPERSCRIPT 3 end_FLOATSUPERSCRIPT + + Guangdong Yunxi Technology +
+ + + + 4 + + + 4 + + + {}^{4} + + start_FLOATSUPERSCRIPT 4 end_FLOATSUPERSCRIPT + + Key Laboratory of Interdisciplinary Research of Computation and Economics, +
Ministry of Education, China + +
+ +
+
+
摘要
+

在像ChatGPT和LLaMA这样的大语言模型（LLM）蓬勃发展的领域中，Prompt + Engineering（PE）以通过提示修改来提升零热门或上下文学习（ICL）而闻名。然而，对于下游微调的样本设计领域，对于特定任务的LLM适应至关重要，却很少有人探索。本文介绍了样本设计工程（SDE），这是一种通过改进输入、输出和推理设计来提高LLMs后调优性能的系统方法。 + 我们进行了一系列领域内（ID）和领域外（OOD）实验，以评估各种设计选项对LLMs下游性能的影响，揭示了在不同LLMs中持续存在的一些有趣模式。基于这些见解，我们提出了一种综合的SDE策略，结合了最有效的选项，并验证其在复杂的下游任务（如多方面情感分析、事件提取和嵌套实体识别）中对启发式样本设计的一贯优势。 + 此外，LLMs固有提示/输出困惑、零热门和ICL能力的分析表明，良好的PE策略并不总是能转化为良好的SDE策略。代码可在https://github.com/beyondguo/LLM-Tuning上找到。

+
+ ${\dagger}$${\dagger}$footnotetext: Equal Contribution$*$$*$footnotetext: Corresponding authors, + emails:††footnotetext: han.songqiao@shufe.edu.cn, + hlhuang@shufe.edu.cn +
+

+ 1 介绍 +

+
+

大型语言模型（LLMs）的出现，如GPT-3 Brown et al. (2020)，PaLM + Chowdhery et al. (2023)，LLaMA + Touvron et al. (2023a)和GPT-4 Achiam + et al. (2023)彻底改变了自然语言处理（NLP），使得可以用单一模型处理复杂任务。这种转变深刻地扩大了NLP模型可处理的任务范围，同时在文本生成的统一框架下巩固了各种任务的方法。在这种背景下，Prompt + Engineering（PE）已成为利用尖端LLMs的关键领域，带来了将LLMs应用于新任务的进展 Brown et al. (2020)，增强逻辑推理 + Wei et al. (2022)，并提高任务特定精度 Wang + et al. (2023a); Wei et al. (2023)，而无需更新模型权重。 +

+
+
Refer to caption +
+ 图1：PE和我们提出的SDE之间的简化比较。 +
+
+
+

+ 尽管已经为LLMs的零-shot和上下文学习（ICL）开发了许多PE技术，但为微调LLMs设计有效的训练样本的挑战—本文中称为样本设计工程（SDE）—仍未得到充分探讨。SDE对于定制较小的开源LLMs以满足特定要求至关重要，尤其是考虑到下游任务的训练样本的复杂性。图1是PE和SDE的简化演示。

+
+
+

+ 为了填补这一空白，本文对LLMs的下游微调的SDE进行了详细和全面的探索。我们的研究基于这样一个假设，即训练样本的结构或元素可能对微调的LLMs产生重大影响。不同的样本设计可能会让LLMs更容易或更难学习，特别是在数据稀缺的情况下。 +

+
+
+

我们首先通过识别一系列典型的SDE选项，并将它们分类为三组：输入，输出和推理设计选项（如图2所示）。为了揭示每个SDE选项的影响，我们在典型的下游场景——多方面情感分析（MASA）上进行实验，包括2个领域内（ID）任务和2个领域外（OOD）任务。与FLAN + Longpre et al. (2023)等指示调整数据集不同，MASA任务涉及更复杂的输入和输出元素，适合深入研究不同样本设计。 + + 我们进行了对这4个任务使用6种流行的开源LLM的全面实验，以揭示不同SDE选项如何影响下游性能。通过我们的实验，一些有趣且发人深省的结论得以揭示。例如，简单地切换任务指示的位置可能会产生不同的结果；为未提及的目标添加占位符带来了显著的性能提升，等等。 +

+
+
+

利用这些发现，我们结合了经验丰富的表现良好的SDE选项，并提出了一个综合的SDE策略ES-SDE。对另外两个LLM上的3个复杂的下游任务（嵌套NER、事件检测和MASA）进行了大量实验，结果表明ES-SDE显著超越了较弱的SDE组合，以及其他研究中的启发式设计。ES-SDE在不同的训练规模、解码随机性或指示变体上的稳健性进一步强调了其稳定的有效性。 +

+
+
+

+ 在一项探索性分析中，我们通过困惑度、零样本和ICL分析，调查了有效提示和样本设计之间的联系。我们的发现表明，一个精心设计的PE策略不一定能转化为成功的SDE策略。这一观察鼓励进一步研究SDE的机制，有望增强LLM的下游应用。 +

+
+
+
+

+ 2 背景和相关工作 +

+
+

+ 2.1 提示工程（PE） +

+
+

+ PE方法的有效性在很大程度上建立在LLM的强大固有能力之上，大多数研究都集中在像GPT-3、GPT-4、PaLM等非常大的模型上（参见Sahoo et al. (2024)）。这些模型在极其广泛的语料库上进行了预训练，获得了丰富的知识和模式，使它们能够通过精心设计的提示直接执行复杂任务。例如，Brown et al. (2020)使用精心设计的提示和上下文学习（ICL）技术来引导GPT-3在没有训练的情况下进行新任务；Wei et al. (2022)提出了Chain-of-Thought（CoT）技术，可以提高逻辑推理性能；RAG Lewis et al. (2020)和CoVe Dhuliawala et al. (2023)方法用于减少生成过程中的幻觉；Li et al. (2023)引入EmotionPrompt来提高LLM的情感智能。

+
+
+

+ 然而，这些最先进和有效的LLMs要么是只能通过API访问的黑匣子模型，要么是对大多数公司来说无法承担的极大模型，无法在生产中提供服务。因此，许多从业者转向更小但开源的LLMs，特别是大约10B左右的模型。在这种情况下，仅依靠PE进行零照射或ICL推断无法处理许多真实世界的复杂NLP任务。 +

+
+
+
+

+ 2.2 微调LLMs +

+
+

根据不同的目的，我们可以将LLMs的微调分为两种类型：指示微调（IT）和下游微调（DT）111有些文献中也称为任务微调（TT），如Weber et al. (2023)。。

+
+
+

它训练LLMs以理解和执行跨越一系列NLP任务的指令，从而使其能够预测新任务Wei et al. (2021); Mishra + et al. (2022)的数据集，如FLANLongpre et al. (2023)、Self-instructWang et al. (2023b)、AlpacaTaori + et al. (2023)和HC3Guo + et al. (2023)，涵盖了分类、问答和翻译等任务。这主要应用于基础模型，使其能够遵循一般的人类指令。DT侧重于为工业应用中的特定、通常复杂的任务定制LLMs，要求输出稳定性高，以便更容易地解析和应用于下游产品。一个例子是多方面情感分析，它需要详细的任务说明和输出。我们的研究集中在DT场景中的SDE，突出了样本设计的挑战，但这些见解也可能有益于IT样本设计，这是未来探索的一个课题。 +

+
+
Refer to caption +
+ 图2： 设计下游微调样本时要考虑的典型SDE选项，以MASA任务为例。 + + + A + ⁢ + i + + + + 𝐴 + 𝑖 + + + Ai + italic_A + italic_i + + 表示方面 + + i + 𝑖 + + i + italic_i + + + ， + + + S + ⁢ + i + + + + 𝑆 + 𝑖 + + + Si + italic_S + italic_i + + 表示其情感标签，[P]指代占位符标记。 +
+
+
Refer to caption +
+ 图3： MASA任务的示例。 +
+
+
+
+

+ 2.3 参数高效微调 +

+
+

+ 语言模型的扩展使得传统的全参数微调（FFT）因其高计算和存储需求而变得不太可行。参数高效微调（PEFT）方法，如前缀微调Li and Liang (2021)，提示微调Lester + et al. (2021)，p-微调Liu + et al. (2023)和LoRAHu + et al. (2021)提供了成本效益的替代方案，保留了FFT的有效性，在工业应用中越来越受欢迎。这些技术适用于IT和DT场景。在这项研究中，我们使用广泛使用的LoRA作为默认的微调技术。然而，我们相信我们研究的结果也适用于其他PEFT方法。 +

+
+
+
+
+

+ 3 样本设计工程 +

+
+

+ 3.1 典型的SDE选项 +

+
+

我们将样本设计选项分为三个方面：输入、输出和推理。我们以典型的下游任务Multi-Aspect Sentiment Analysis + (MASA)为例，阐明每个设计选项用于微调样本。如图3所示，MASA需要分析评论文本，将情感分配给预定义的方面，而有些方面可能没有提及。 + 图2是不同SDE选项的概述，应考虑设计适当的DT样本。

+
+
+

3.1.1 输入设计选项

+
+

+ + + a + + . + + 𝑎 + + + a. + + + italic_a . + + 指示位置：我们探讨了指示相对于任务文本（对于MASA，即评论文本）的位置对效果的影响，考察了指示-先（在任务文本之前）、指示-后（在任务文本之后）。我们还与无指示（无指示）选项进行比较，以评估明确指示的有效性，这在许多先前的条件文本生成任务中被使用。 + Lewis et al. (2019); Guo + et al. (2022); Zhang et al. (2023) +

+
+
+

+ + + + b + + . + + 𝑏 + + + b. + + + italic_b . + + 输入建模：考虑LLM预训练中的统一序列建模与微调中显式的输入/输出分割之间的区别，我们比较排除输入损失计算的No-MI（类似LLaMA2的SFT过程Touvron et al. (2023b)）和在反向传播中建模输入的MI。 +

+
+
+
+

+ 3.1.2 输出设计选项 +

+
+

+ + + a + + . + + 𝑎 + + + a. + + + italic_a . + + 多重预测格式：对于需要多个预测的任务，我们从较少结构化到更结构化地评估输出格式：自然（自由文本）、行（每个方面在新的一行）、和JSON（用于精确性和明确性的JSON行）。

+
+
+

+ + + b + + . + + 𝑏 + + + b. + + + italic_b . + + 处理未提及的目标：我们考虑在输出中是否省略未提及的（OU）目标，或者为这些目标放置占位符（PU）。根据任务，占位符标记可以是"未提及"，"无"或"[]"等字符串。

+
+
+

+ + + + c + + . + + 𝑐 + + + c. + + + italic_c . + + 文本或数字标签：默认情况下，我们使用文本输出标签的TxtLabel选项。然而，在一些情况下，使用数字表示结果（NumLabel）可能增强预测的稳健性。 +

+
+
+
+

+ 3.1.3 推理设计选项 +

+
+

许多任务需要推理，Chain-of-Thought（CoT）Wei et al. (2022)已显示出在零-shot和ICL以及IT场景中改善LLM的推理的潜力Kim et al. (2023)。然而，它对DT的影响仍未得到充分研究。

+
+
+

+ 我们引入了CoT选项，用于训练模型在预测之前“思考”。我们使用JSON作为默认输出格式，以使表示更清晰，并在情感字段之前添加一个新的描述字段。相反，R-CoT（Reverse-CoT）颠倒了这些字段，实现了“先预测再解释”的方法，进一步探索了CoT的机制。请注意，实施类似CoT的样本会因为描述字段而产生额外的注释成本，使推理设计选项依赖于任务。 +

+
+
+
+
+

+ 3.2 集成SDE策略 +

+
+

最终样本设计是以上设计选项的组合，我们称之为综合SDE策略。本文通过广泛的实验首次探讨了每个单独选项的影响，从而提出了一种基于证据的综合SDE策略。

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+

输出： + 4 实验I：评估每个SDE选项的影响 +

+
+

+ 4.1 设置 +

+
+

任务和数据集。 我们对领域内（ID）评估和领域外（OOD）评估进行了实验，用于分析中国在线评论的MASA场景。 + 数据由我们合作公司提供并进行了标注，这家公司面临着对大量客户在线评论进行分析的实际业务需求。数据注释来自两个方面的领域：D1关于食品、饮料、价格、卫生、员工态度和停车便利性以及D2关于交通便利性、排队、服务速度、装饰和噪音。模型需要为每个方面给出一个情感标签{积极，中性，消极}，而某些方面可能不会出现在评论中。 + 基于这两个领域，我们构建了以下4个任务： +
+ + ∙ + ∙ + + \bullet + + ∙ + + + D1 + + ⇒ + normal-⇒ + + + + \Rightarrow + ⇒ + + + D1和D2 + + ⇒ + normal-⇒ + + + + \Rightarrow + ⇒ + + + D2是两个ID评估任务，其中训练集和测试集来自相同的领域； +
+ + ∙ + ∙ + + \bullet + + ∙ + + + D1 + + ⇒ + normal-⇒ + + + + \Rightarrow + ⇒ + + + D2和D2 + + ⇒ + normal-⇒ + + + + \Rightarrow + ⇒ + + + D1是两个OOD泛化任务，模型在一个领域进行训练，但在一个未见过的领域进行测试。 +

+
+
+

考虑到工业中标注的高成本以及微调LLMs需要较少的标注数据Zhou et al. (2024)，我们分别使用 + + 500 + + + 500 + + 500 + 500 + + + 和 + + + 1 + , + 000 + + + 1 + 000 + + + 1,000 + + 1 , 000 + + + 样本对模型进行训练。我们使用包含约 + + + 8 + , + 000 + + + 8 + 000 + + + 8,000 + + 8 , 000 + + + 个样本的大型测试集来使结果更稳定和可信。数据集详情见附录A.2。

+
+
Refer to caption +
+ 图4： 不同SDE选项的情感分析性能（ + + κ + 𝜅 + + \kappa + italic_κ + + + ）。 ID的结果是D1->D1和D2->D2的平均值，OOD同样如此。 + 每种方法的条形图显示了相对于基准线的改进或退化，每种方法与基准线在一个选项上有所不同（用红色标出）。每个任务的详细结果见表3-8。 +
+
+
+

内容：模型。我们利用了7B大小的以下广泛使用的开源LLM的基础和聊天版本：1）chinese-llama-2-7b（记为c-llama2-base）和指导调整版本chinese-alpaca-2-7b（c-llama2-chat）来自Chinese-LLaMA2系列Cui et al. (2023)，这是LLaMA2Touvron et al. (2023b)的词汇扩展版本，是在中国语料库上进行了二次预训练和微调的；2）internlm-7b-base（intern-base）和internlm-7b-chat（intern-chat）来自InternLM系列Team (2023)，它们在数万亿高质量标记上进行了预训练，在中文和英文任务中表现良好；3）baichuan2-7b-base（bc2-base）和baichuan2-7b-chat（bc2-chat）来自Baichuan2系列Yang et al. (2023)，是发布时的SOTA LLM之一。 + 我们使用LoRA作为默认的高效微调技术。超参数和其他训练细节可以在附录A.2中找到。

+
+
+

评估指标。我们从两个角度评估MASA的性能：1）情感分析性能。我们使用加权Kappa得分 + + κ + 𝜅 + + \kappa + + italic_κ + + + Cohen (1968)来衡量考虑到不同方面的不平衡和情感标签的序数性质。加权Kappa得分允许设置权重以实现对不同分类错误程度的微妙评估Yilmaz and Demirhan (2023)。例如，将"积极"分类为"消极"比将"积极"分类为"中性"更有害，因此对前者应施加更高的惩罚。2）格式符合性，以评估LLMs的生成稳定性。下游任务对LLMs具有良好的格式符合能力非常重要，以便成功解析输出。我们报告此度量的格式解析错误率。请注意，在计算 + + κ + 𝜅 + + \kappa + + italic_κ + + + 时，我们使用宽松的解析规则来允许一些轻微的方面/标签表达的不确定性。如果某个方面仍然无法正确解析，则将该方面视为"未提及"。 + + + κ + 𝜅 + + \kappa + + italic_κ + + + 的定义，Kappa权重矩阵和格式解析规则可以在附录A.1中查看。 +

+
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+
+

+ 4.2 每个选项的实验结果 +

+
+

我们报告并分析了两个方面的结果-情感分析表现和格式符合能力。

+
+
+

+ 4.2.1 情感分析性能 +

+
+

首先，我们使用不同的样本设计选项评估LLMs的情感分析性能。 + 在附录A.4中，图4中绘制了3个Chat-LLMs和3个Base-LLMs在ID和OOD任务上的比较结果（完整结果请参见表3到表8）。一些共享的有趣模式从结果中显现出来。

+
+
+

对输入选项的结论： + 1）指令增强了DT的性能：与包含指令的Inst-first或Inst-last方法相比，No-Inst选项导致ID任务性能较差，缺乏OOD泛化能力。这凸显了包含指令以改进LLM的理解和泛化能力的关键作用。 + 2）最好首先放置指令：对于不同LLM，在ID和OOD任务中，Inst-first方法优于Inst-last。这表明指令放置对LLM的调优过程非常重要。我们假设这可能部分得到了注意机制的解释，详见附录A.6。 + 3）对输入进行建模会降低性能：采用MI方法相比于各种模型和任务的No-MI基线会导致更糟糕的结果。这表明在微调过程中对输入部分进行建模可能会阻碍LLM的有效性，因此对任务的哪些方面进行建模需要谨慎对待。 +

+
+
Refer to caption +
+ 图5：格式符合性性能，通过解析错误率（％）进行测量。 + “*”表示与上述相同的选项。 +
+
+
+

结论输出选项： + 1）Lines + 是多个预测的可靠输出格式： Lines格式位于Natural和JSON格式之间，在各种模型和任务中展示了稳定且高性能的情感分析。其有效性在于提供结构化信息的同时保持自然语言可读性，使其适用于不同的LLMs。 +
2）Base-LLMs表现出相似模式，而Chat-LLMs多样化：基础模型对输出格式的响应相似，表明它们的响应一致。相反，诸如bc2-chat和cllama2-chat等Chat模型表现出不同的性能，表明它们的SFT或RLHF数据结构存在差异。例如，bc2-chat和cllama2-chat在JSON格式下表现良好，与intern-chat不同，这意味着在训练中使用的结构化数据量存在差异。 +
3）Base-LLMs更青睐更自然的格式，而Chat-LLMs可以适应或承载更复杂的格式：基础模型更喜欢Natural和Lines，而不是JSON。相反，Chat模型倾向于结构化格式，例如Lines和JSON。这种分歧暗示了不同的训练背景，Chat模型更适应复杂的数据格式。更多的证据是，与TxtLabel相比，NumLabel选项对Base模型造成的损害更大，因为它比TxtLabel less + natural。 +
4）文字标签优于数字标签：从文本标签切换到数字标签会使性能下降，可能是因为数字标签缺乏文本标签提供的描述深度和上下文线索，这对于训练自然语言文本的LLMs至关重要。 +
5）省略未提及的目标可能不是一个好选择：虽然排除未提及的方面的OU选项可能会简化输出，但也会引入格式的不一致性。这种不一致性迫使模型适应每个样本的各种方面提及，增加了动态调整输出格式的任务复杂性。相反，PU选项通过添加占位符来保持一致的输出格式，也许使LLMs更容易学习。额外的分析显示，与PU相比，具有更高程度的未提及的方面与OU相比遭受更严重的性能下降，见附录A.7。 +

+
+
+

结论：推理选项的微妙影响： + 1）CoT对ID的影响微弱，而对OOD任务的影响显著：CoT设计在ID任务上影响较小，但明显改善OOD性能。这种对比突显了CoT在增强模型推理和适应陌生情境方面的作用，从而为泛化提供了支持。 + 2）“先思考再预测”胜过“先预测再解释”：当推理步骤放在预测之后时，例如R-CoT方法，性能不如标准的CoT方法。然而，在许多情况下，R-CoT仍然可以胜过No-CoT，表明单一的推理组件也是有益的。

+
+
+
+

+ 4.2.2 格式符合性性能 +

+
Refer to caption +
图6： + 不同样本设计策略的比较。
+
+
+

图5呈现了Chat-LLMs的格式符合性能结果，从中我们发现：1）虽然Inst-first方法提高了情感分析，但在格式符合性方面表现出较少稳定性，特别是在OOD情况下，表明以指示开头可能会增加对陌生内容的格式错误； + 2）结构化设计选项能够提高格式符合性能力：一个明显的趋势是，结构化输出，特别是按照顺序JSON > Lines > Natural，具有较低的格式错误率。尤其是JSON格式，展示了对正确结构的强烈遵从，突显了输出复杂性和精度之间的平衡； + 3）MI，NumLabel和CoT选项对某些LLMs来说可能不够稳定，而其他选项通常在不同模型上保持一致。在稳定性至关重要的应用中，这些不稳定的选项应该受到重视； + 4）尽管提高了理解或推理性能，但CoT设计使LLMs更容易出现解析失败的风险，突显了这个选项的权衡。

+
+
+

考虑LLMs对格式的遵从性以及理解能力对专业下游应用至关重要，这表明工业场景需要一种平衡的方法。 +

+
+
+
+
+
+

+ 5 实验II：强大的集成SDE策略 +

+
+

+ 基于前一节的实验证据，我们提出了一个经验性强的SDE策略（称为ES-SDE），使用表现良好的选项：一种组合Inst-first，No-MI输入设计和Lines，PU，TxtLabel输出设计。我们不使用CoT设计，因为其注释成本高，输出相对不稳定。在本节中，我们进行了全面的实验，以验证其在不同下游任务中的有效性，以及对指示或生成的扰动的鲁棒性。 +

+
+
+

+ 5.1 设置 +

+
+

任务和数据集。为了评估ES-SDE的有效性，我们在三个具有挑战性的下游任务上进行了实验： +
+ + ∙ + ∙ + + \bullet + + ∙ + + + GENIA Ohta et al. (2002)。这是分子生物学领域的嵌套命名实体识别（嵌套NER）数据集，在这里，ChatGPT（GPT-3.5）只能达到50.89%的F1分数，使用了5-shot + CoT推理Han et al. (2023)。 +
+ + ∙ + ∙ + + \bullet + + ∙ + + + MAVEN Wang et al. (2020)。这是一个通用领域的事件检测（ED）数据集。研究表明ChatGPT在ED任务中的表现低于预期。我们在实验中使用了前10种事件类型。 +
+ + ∙ + ∙ + + \bullet + + ∙ + + + Review11。这是我们自行收集的中国MASA数据集，涉及11个方面，比第4节中的MASA任务更复杂。 +

+
+
+

对照组。与ES-SDE相比，我们还提出了一种经验性较弱的SDE策略（EW-SDE），将Inst-last、Natural和OU结合起来，同时保持其他选项不变。我们自然地假设EW-SDE应该比ES-SDE更弱。需要注意的是，根据先前的经验证据，ES-SDE和EW-SDE都是基于证据的策略，因此，我们还建立了一个基于启发式的基准线，参考了Han et al. (2023)研究中的提示设计，这些设计类似于Inst-first和OU选项的组合，采用“列表的行”输出格式。这些策略的示例见附录11。

+
+
+

模型。为了进行更一般化的评估，我们使用了两个新的LLM，而不是在第4节中使用的那些。考虑到任务语言，对于GENIA和MAVEN我们使用了llama2-7b-chat Touvron et al. (2023b)，而对于Review11，我们使用了最新的LLMqwen1.5-4b-chat Bai et al. (2023)。训练细节与第4节相同。

+
+
+
+

+ 5.2 结果 +

+
+

图6报告了不同样本设计策略之间的比较，从不同的角度。对于GENIA和MAVEN，报告了软匹配F1分数Han et al. (2023)，而对于Review 11，报告了 + + κ + 𝜅 + + \kappa + + italic_κ + + + 。更详细的结果请参见附录A.5。

+
+
+

1) ES-SDE在各个任务和训练规模上保持优势。 图-(a)展示了一个一致的趋势，即随着训练规模从 + + 500 + + + 500 + + 500 + 500 + + + 增加到 + + + 4 + , + 000 + + + 4 + 000 + + + 4,000 + + 4 , 000 + + + ，ES-SDE保持其优势。值得注意的是，在GENIA和Review11任务中， + + 500 + + + 500 + + 500 + 500 + + + 个ES-SDE样本价值相当于 + + + + ∼ + + 2 + , + + 000 + + + + similar-to + absent + + 2 + 000 + + + + \sim 2,000 + + ∼ 2 , 000 + + + 个EW-SDE和启发式样本，表明ES-SDE样本的高质量。2) 在解码随机性上稳定。 + 默认情况下，模型采用贪婪解码策略（无采样）。图6-(b)展示了激活解码采样并使用不同随机种子时的结果。ES-SDE在三个任务中对不同种子保持了卓越的稳定性。解码采样的采用倾向于降低GENIA和MAVEN任务的SW-SDE和启发式策略的性能，而ES-SDE则表现稳定。3) + 在指示变体上的稳健性。 + 对于特定任务的指示，我们有各种表达相同想法的方式。因此，我们通过将通用内容更改为其他表述方式（附录中的示例）来验证不同策略对指示不同表述的敏感性。如图6-(c)所示，ES-SDE在不同变体中保持优势，表现出对指示内容的稳健性。 +

+
+
+

总的来说，ES-SDE代表了LLM的DT的可靠和有效的方法，说明了通过仔细的SDE过程，LLM可以在下游任务中实现更高的性能。需要注意的是ES-SDE可能并非所有任务的最佳策略。对于更广泛的任务和模型进行SDE的详细调查可能会得到更有效的策略。 +

+
+
+
+
+

+ 6 PE能指导SDE吗？另外分析 +

+
+

提示是理解模型固有特质和能力的关键。一个良好的PE方法通常表明了LLM更熟悉或擅长的一些模式。一个自然的问题是：PE能指导SDE吗？ + 为了回答这个问题，我们根据不同的SDE选项制定了零-shot和ICL提示来评估它们的PE表现。图7报告了MASA + ID任务中SDE选项和它们对应提示的平均排名。每个任务的详细结果见附录A.8。

+
+
+

我们的分析揭示了一些一致的模式：Inst-first对于PE和SDE都是有效的选择；CoT提高了PE和SDE的性能。然而，也有许多违反直觉的发现。例如，根据我们以前的实验结果，OU选项一直损害DT的性能，然而，其相应的提示在某些LLM中显着改善了零射击或ICL结果；同样，尽管在SDE的基础模型中，Natural选项优于Lines方法，但在像c-llama2-base和intern-base这样的模型的零射击或ICL评估中却相反。通过一系列任务，Gonen et al. (2023)表明更低的困惑度（PPL）通常会导致更好的提示设计。受此启发，我们还对每个SDE选项对应的ICL提示/预测进行了PPL分析。有趣的是，OU类似的提示在所有选项中获得了最高的平均PPL分数，这似乎与OU带来更好的零射击或ICL结果相矛盾。JSON格式出人意料地获得了相当低的PPL分数，但其SDE性能却不如Lines。

+
+
+

这些发现突显了一个复杂的格局，即提示设计模式并不总是与SDE的有效性保持一致，强调了PE和SDE之间微妙的关系。

+
+
Refer to caption +
+ 图7： + 对SDE选项的DT性能和其对应提示的零-shot/ICL/PPL排名的平均排名。基于6种LLM上的MASA ID任务的结果。 +
+
+
+
+

+ 7 结论与未来工作 +

+
+

+ 在这项研究中，我们将SDE作为一种有效的方法引入，以提高LLMs的下游微调性能。通过涉及六种LLMs的全面ID和OOD实验，我们展示了各种样本设计策略的效果，揭示了一些在不同LLMs上一致的有趣模式。基于这些发现，我们开发了ES-SDE方法，该方法整合了最有效的选项。我们对两种额外的LLMs进行的三个新任务的实验一致表明ES-SDE优于基准方法。对PE和SDE之间关系的进一步分析表明，有效的提示设计并不一定能够转化为成功的样本设计。这一观察结果为未来研究中对SDE机制进行更详细的调查开辟了途径。 +

+
+
+
+

+ 8 限制 +

+
+

+ 这项研究遵循了一个两步实验方法。在第一步中，我们调查了每个SDE选项的影响，然后将结果作为第二步提出经验强的SDE组合策略的证据。作为一项经验研究，这项研究受到一定的局限性。

+
    +
  • + 1. +
    +

    + 尽管我们证明了第一阶段的实验结果可以推广到不同的下游任务，但适用于其他未经测试的场景仍然不确定。例如，尽管我们的输出设计在当前实验中优于JSON格式，但在结构复杂的任务中，这种优势是否持续仍不清楚。未来的研究将解决这些更具挑战性的情境。 +

    +
    +
    • +
  • + 2. +
    +

    + 随着LLMs的快速发展，新的更复杂的模型经常被引入。我们研究中使用的模型是我们研究开始时可用的最好的开源选项之一，但后来被更新的版本超越了。虽然我们评估了总共8种LLM，包括基础和聊天变体，但我们的发现可能并不普遍适用于其他模型。 +

    +
    +
    • +
  • + 3. +
    +

    结合不同的SDE选项带来了重大挑战，特别是在没有先前验证实验的情况下，比如在第4节中描述的实验。挑战是双重的。首先，与学习率或网络层等典型超参数不同，选择不同的SDE选项会改变训练数据本身，使得诸如贝叶斯优化Snoek et al. (2012)等传统超参数调整技术变得不太实用。其次，在下游任务上评估LLMs既资源密集又昂贵，因为需要定制的任务指标、解析规则和高模型推理成本。因此，为SDE研究开发更高效的框架是未来研究的重要目标。 +

    +
    +
    • +
+
+
+
+

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    • +
+
+
+

+ 附录A 附录 +

+
+

+ A.1 MASA的指标 +

+
+

加权Kappa。 + 考虑到不同方面的不平衡和标签的顺序性质，加权一致性测量被证明比传统指标更有效 Ben-David (2008); Galar + et al. (2011); Grandini et al. (2020)。因此，我们采用加权Kappa (Cohen, 1968; Yilmaz + and Demirhan, 2023) + 作为分类效果的度量，这是Cohen's Kappa的扩展 (Cohen, 1960)。加权Kappa + + κ + 𝜅 + + \kappa + + italic_κ + + + 定义为 + + + κ + = + + + + P + o + + − + + P + e + + + + 1 + − + + P + e + + + + + + + 𝜅 + + + + + + subscript + 𝑃 + 𝑜 + + + subscript + 𝑃 + 𝑒 + + + + + 1 + + subscript + 𝑃 + 𝑒 + + + + + + + \kappa=\frac{P_{o}-P_{e}}{1-P_{e}} + italic_κ = + divide start_ARG italic_P start_POSTSUBSCRIPT italic_o end_POSTSUBSCRIPT - + italic_P start_POSTSUBSCRIPT italic_e end_POSTSUBSCRIPT end_ARG start_ARG 1 + - italic_P start_POSTSUBSCRIPT italic_e end_POSTSUBSCRIPT end_ARG + + + ，它通过考虑模型的性能比随机猜测表现得更好多少来衡量。在这里， + + + + P + + o + + + = + + + ∑ + + + i + , + j + + = + 1 + + R + + + + w + + i + ⁢ + j + + + ⁢ + + p + + i + ⁢ + j + + + + + + + + + subscript + + 𝑃 + + 𝑜 + + + + superscript + + subscript + + + + + 𝑖 + 𝑗 + + 1 + + + 𝑅 + + + + + subscript + 𝑤 + + + 𝑖 + 𝑗 + + + + subscript + 𝑝 + + + 𝑖 + 𝑗 + + + + + + + + P_{o}=\sum_{i,j=1}^{R}{w_{ij}p_{ij}} + italic_P + start_POSTSUBSCRIPT italic_o end_POSTSUBSCRIPT = ∑ start_POSTSUBSCRIPT + italic_i , italic_j = 1 end_POSTSUBSCRIPT start_POSTSUPERSCRIPT italic_R + end_POSTSUPERSCRIPT italic_w start_POSTSUBSCRIPT italic_i italic_j + end_POSTSUBSCRIPT italic_p start_POSTSUBSCRIPT italic_i italic_j + end_POSTSUBSCRIPT + + 和 + + + + P + e + + = + + + ∑ + + + i + , + j + + = + 1 + + R + + + + w + + i + ⁢ + j + + + ⁢ + + p + + i + . + + + ⁢ + + p + + . + + j + + + + + + + P_{e}=\sum_{i,j=1}^{R}{w_{ij}p_{i.}p_{.j}} + italic_P + start_POSTSUBSCRIPT italic_e end_POSTSUBSCRIPT = ∑ start_POSTSUBSCRIPT + italic_i , italic_j = 1 end_POSTSUBSCRIPT start_POSTSUPERSCRIPT italic_R + end_POSTSUPERSCRIPT italic_w start_POSTSUBSCRIPT italic_i italic_j + end_POSTSUBSCRIPT italic_p start_POSTSUBSCRIPT italic_i . end_POSTSUBSCRIPT + italic_p start_POSTSUBSCRIPT . italic_j end_POSTSUBSCRIPT + + 。概率 + + + + p + + i + ⁢ + j + + + , + + p + + i + . + + + , + + p + + . + j + + + + + p_{ij},p_{i.},p_{.j} + italic_p + start_POSTSUBSCRIPT italic_i italic_j end_POSTSUBSCRIPT , italic_p + start_POSTSUBSCRIPT italic_i . end_POSTSUBSCRIPT , italic_p + start_POSTSUBSCRIPT . italic_j end_POSTSUBSCRIPT + + 是分类混淆矩阵的值或累积值。加权因子, + + + w + + i + + ⁢ + + j + + + + + subscript + 𝑤 + + + + 𝑖 + + 𝑗 + + + + w_{ij} + + italic_w + start_POSTSUBSCRIPT italic_i italic_j end_POSTSUBSCRIPT + + , + 可以对不同的错误程度进行微妙的评估。例如，将“积极”分类为“消极”比将“积极”分类为“中性”更有害，因此前者应该受到更严厉的惩罚。根据实际应用中企业的反馈，我们定义了不失一般性的权重矩阵如表1。

+
+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
Pre-PosPre-NeuPre-NegPre-Unm
Label-Pos11/201/2
Label-Neu2/312/32/3
Label-Neg01/211/2
Label-Unm1/22/31/21
+
表1：用于计算加权Kappa的权重矩阵。
+
+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
TrainSet (size=500)TrainSet (size=1000)TestSet
PosNeuNegUnmPosNeuNegUnmPosNeuNegUnm
D1F65.2015.0018.801.0066.6013.7018.301.4066.0112.2320.121.64
B22.204.208.2065.4023.503.607.2065.7021.503.156.2969.07
P33.4013.0015.6038.0035.6010.7015.8037.9036.6410.2413.9739.15
H14.801.206.0078.0017.101.005.5076.4016.120.825.5877.48
SA48.803.6014.0033.6047.904.1013.6034.4042.733.4613.8739.94
PC4.400.601.4093.604.800.301.9093.003.930.341.5694.18
D2TC52.4013.207.6026.8053.1013.208.1025.6048.5612.847.0331.57
Q18.808.2011.2061.8017.9010.1011.0061.0014.6710.0010.4464.89
SS16.803.608.2071.4015.703.808.9071.6014.863.158.5873.41
D46.008.204.2041.6048.508.104.3039.1043.107.685.2843.93
N1.001.402.8094.801.401.303.4093.902.10 + 1.08 + 3.36 + 93.46 +
+
+ 表2：各方面训练集和测试集的标签分布（％）。D1包含6个方面的注释-食物（F），饮料（B），价格（P），卫生（H），员工态度（SA）和停车便利（PC）；D2包含5个不同方面的注释-交通便利（TC），排队（Q），服务速度（SS），装饰（D）和噪音（N）。我们使用'Pos'，'Neu'，'Neg'，'Unm'分别表示积极，中性，消极和未提及的标签。 +
+
+
+

格式符合性。格式符合性不仅确保模型的输出可以可靠地解析和在实际应用中利用，而且反映了模型理解不同指示的上下文和细微差别的能力。 + 我们根据不同设计的规定格式设置解析器，然后计算不能成功解析的预测比例。 + 考虑到生成语言模型固有的不确定性，我们放宽了格式，例如方面和情感的表达。 + 同时，为了更公平地比较设计之间的内容正确性，对于一些情况，比如常见的标点符号错误，在计算Kappa时我们会将其更正为所需的格式。图10显示了各种代表性的格式错误类型以及我们设计的解析器如何处理它们。

+
+
+
+

+ A.2 数据集和训练设置 +

+
+

表2显示了两个领域D1和D2每个方面的标签分布，我们可以看到分布非常不平衡。 +

+
+
+

训练设置如下：学习率设定为1e-4，批大小为4，LoRA秩为8，LoRA alpha为32，LoRA丢失率为0.1。 +

+
+
+
+

+ A.3 样本设计示例 +

+
+

+ 图9显示了我们在MASA任务中样本设计的详细示例。

+
+
+
+

+ A.4 每种SDE选项的详细评估 +

+
+

对不同SDE选项在六种LLM上进行的MASA任务的领域内（ID）和领域外（OOD）评估的详细结果显示在表3到表8中，包括情感分析性能（ + + κ + 𝜅 + + \kappa + + italic_κ + + + ）和格式符合性性能（格式错误率）。 ID和OOD情况下训练大小为500和1000的平均结果在图4中可视化

+
+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
model: c-llama2-chat + + Weighted Kappa + + κ + + 𝜅 + + \kappa + italic_κ + + + + # Wrong + format (7969 test samples in total) +
train_size=500D1→D1D2→D2D1→D2D2→D1D1→D1D2→D2D1→D2D2→D1
InputInst-last, No-MI.8091.6882.5243.72170022
Inst-first, _.8136.7079.5124.722300915
No-inst, _.7757.6626\\201\\
_, MI.6187.6187.4806.27561001079
OutputNatural, TxtLabel, PU.8091.6882.5243.72170022
Lines, _, _.8083.6969.5068.74470000
JSON, _, _.8086.6952.4905.73540000
_, NumLabel, _.7697.6373.4221.67233101260
_, _, OU.7934.6005.5282.620300870
ReasoningNo-CoT.7934.6005.5282.620300870
CoT.7928.6873.5249.7085566536282
R-CoT.8074.6752.4726.72979365141263
train_size=1000D1→D1D2→D2D1→D2D2→D1D1→D1D2→D2D1→D2D2→D1
InputInst-last, No-MI0.82560.71100.55180.73120003
Inst-first, _0.82360.70900.54830.72640051
No-inst, _0.80030.6920\\64\\
_, MI0.81130.67000.50950.5182000728
OutputNatural, TxtLabel, PU0.79160.72530.53030.73560003
Lines, _, _0.82590.71180.55600.74520000
JSON, _, _0.82490.70940.54880.74320000
_, NumLabel, _0.76240.66040.42100.6840220765
_, _, OU0.81720.71250.55110.6746004931
ReasoningNo-CoT0.80180.71750.53320.7323004931
CoT0.81110.71110.53540.7311592430253
R-CoT0.82140.71370.50850.7532512575115
+
+ 表3： 对模型c-llama2-chat的每个SDE选项进行的MASA评估。每组中的第一种方法是组基准。"_"表示与组基准保持相同选项。 +
+
+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
model: c-llama2-base + + Weighted Kappa + + κ + + 𝜅 + + \kappa + italic_κ + + + + # Wrong + format (7969 test samples in total) +
train_size=500D1→D1D2→D2D1→D2D2→D1D1→D1D2→D2D1→D2D2→D1
InputInst-last, No-MI0.80670.68010.52460.700000698
Inst-first, _0.80920.69210.55750.679400343
No-inst, _0.77620.6511\\01\\
_, MI0.77780.50240.49460.4184201180
OutputNatural, TxtLabel, PU0.80670.68010.52460.700000698
Lines, _, _0.80660.64100.51280.662200190
JSON, _, _0.80100.62420.51700.62870000
_, NumLabel, _0.77280.59490.51550.629614126356
_, _, OU0.77460.50120.41990.5711033007
ReasoningNo-CoT0.80100.62420.51700.62870000
CoT0.77890.66520.46490.6974838233226
R-CoT0.80190.64280.46570.41998811871823
train_size=1000D1→D1D2→D2D1→D2D2→D1D1→D1D2→D2D1→D2D2→D1
InputInst-last, No-MI0.82370.70110.60100.7197003177
Inst-first, _0.82310.70680.60690.6956021628
No-inst, _0.79570.6882\\22\\
_, MI0.80480.61740.53060.6390031396
OutputNatural, TxtLabel, PU0.82370.70110.60100.7197003177
Lines, _, _0.82050.69470.59000.696300100
JSON, _, _0.82120.68570.56490.68750000
_, NumLabel, _0.76190.65360.48040.6709120584
_, _, OU0.81790.67740.50340.6277056429
ReasoningNo-CoT0.82120.68570.56490.68750000
CoT0.80260.69790.55190.7159703116125
R-CoT0.81950.70340.53680.6454461424666
+
+ 表4： 模型c-llama2-base的每个SDE选项的MASA评估。 "_"的定义请参见表3。 +
+
+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
model: intern-chat + + Weighted Kappa + + κ + + 𝜅 + + \kappa + italic_κ + + + + # Wrong + format (7969 test samples in total) +
train_size=500D1→D1D2→D2D1→D2D2→D1D1→D1D2→D2D1→D2D2→D1
InputInst-last, No-MI0.77740.62780.39470.670700011
Inst-first, _0.80350.66090.39490.70904213304
T2L0.78620.5963\\107\\
_, MI0.74630.51780.31530.5363000395
OutputNatural, TxtLabel, PU0.77740.62780.39470.670700011
Lines, _, _0.78270.62610.40320.67990111
JSON, _, _0.77130.59660.39650.61290002
_, NumLabel, _0.77650.62610.41650.692600323
_, _, OU0.75200.48880.40290.622101167
ReasoningNo-CoT0.77130.59660.39650.61290002
CoT0.76660.64010.48430.6797431930121
R-CoT0.77640.61240.38920.664844232372
train_size=1000D1→D1D2→D2D1→D2D2→D1D1→D1D2→D2D1→D2D2→D1
InputInst-last, No-MI0.80490.67930.43300.69820000
Inst-first, _0.81730.71250.46400.7343016259
No-inst, _0.81390.6811\\85\\
_, MI0.78190.62560.33320.652010829
OutputNatural, TxtLabel, PU0.80490.67930.43300.69820000
Lines, _, _0.80600.67970.44980.70380101
JSON, _, _0.80210.66490.46610.66470000
_, NumLabel, _0.80810.67640.43930.72860033
_, _, OU0.80080.63690.43740.669400331
ReasoningNo-CoT0.80210.66490.46610.66470000
CoT0.79810.69660.51900.709836710132
R-CoT0.80430.67090.39940.71955041942
+
+ 表5： 模型intern-chat的每个SDE选项的MASA评估。 "_"的定义见表3。 +
+
+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
model: intern-base + + Weighted Kappa + + κ + + 𝜅 + + \kappa + italic_κ + + + + # Wrong + format (7969 test samples in total) +
train_size=500D1→D1D2→D2D1→D2D2→D1D1→D1D2→D2D1→D2D2→D1
InputInst-last, No-MI0.78490.64650.48980.61290110
Inst-first, _0.79550.64720.49470.70063818221
No-inst, _0.79360.6119\\116\\
_, MI0.75620.50290.33050.467201232447
OutputNatural, TxtLabel, PU0.78490.64650.48980.61290110
Lines, _, _0.78730.64550.49390.63650240
JSON, _, _0.78590.62500.47270.612700382
_, NumLabel, _0.76050.60030.38610.641214310102
_, _, OU0.72750.51850.39430.493504486
ReasoningNo-CoT0.78590.62500.47270.612700382
CoT0.76210.64890.45810.63887712234750
R-CoT0.77340.63420.37520.6816141491496206
train_size=1000D1→D1D2→D2D1→D2D2→D1D1→D1D2→D2D1→D2D2→D1
InputInst-last, No-MI0.81120.68740.52160.70651000
Inst-first, _0.81670.69650.51950.754400546
No-inst, _0.81910.6963\\58\\
_, MI0.79370.62380.27800.64920238345
OutputNatural, TxtLabel, PU0.81120.68740.52160.70651000
Lines, _, _0.81130.69190.50600.71260030
JSON, _, _0.80760.67810.51950.68170031
_, NumLabel, _0.80840.67760.44260.7139313120
_, _, OU0.80060.63300.45870.609801303
ReasoningNo-CoT0.80760.67810.51950.68170031
CoT0.79560.68740.51960.6903341240556
R-CoT0.80690.67250.48900.71854611220125
+
+ 表6： 每种SDE选项对模型intern-base的MASA评估。 "_"的定义见表3。 +
+
+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
model: bc2-chat + Weighted Kappa + + κ + + 𝜅 + + \kappa + italic_κ + + + + # Wrong + format (7969 test samples in total) +
train_size=500D1→D1D2→D2D1→D2D2→D1D1→D1D2→D2D1→D2D2→D1
InputInst-last, No-MI0.79040.65440.40670.6170802110
Inst-first, _0.79580.66600.38580.6739193612385
No-inst, _0.71760.4776\\2313\\
_, MI0.76450.56360.37130.549000516
OutputNatural, TxtLabel, PU0.79040.65440.40670.6170802110
Lines, _, _0.78690.66530.40910.63440091
JSON, _, _0.79270.64890.47140.61960010
_, NumLabel, _0.78390.64010.36710.6506541217
_, _, OU0.70160.56700.35990.32852815019
ReasoningNo-CoT0.79270.64890.47140.61960010
CoT0.77220.64000.50060.677636417577393323
R-CoT0.79220.65350.45340.6579107126280563
train_size=1000D1→D1D2→D2D1→D2D2→D1D1→D1D2→D2D1→D2D2→D1
InputInst-last, No-MI0.81130.70600.47090.6365041318
Inst-first, _0.81420.70950.47330.6787311221136
No-inst, _0.74660.6172\\66\\
_, MI0.79350.65140.39510.58850073
OutputNatural, TxtLabel, PU0.81130.70600.47090.6365041318
Lines, _, _0.81030.70570.46910.63870030
JSON, _, _0.81180.70640.52370.63230010
_, NumLabel, _0.81210.69620.40420.66971017415
_, _, OU0.80610.64670.48430.5155125444
ReasoningNo-CoT0.81180.70640.52370.63230010
CoT0.79950.70260.49920.697522731935602043
R-CoT0.80870.69610.50220.6772574885167
+
+ 表 7： 对模型bc2-chat的每个SDE选项进行的MASA评估。 "_"的定义见表3。 +
+
+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
model: bc2-base + Weighted Kappa + + κ + + 𝜅 + + \kappa + italic_κ + + + + # Wrong + format (7969 test samples in total) +
train_size=500D1→D1D2→D2D1→D2D2→D1D1→D1D2→D2D1→D2D2→D1
InputInst-last, No-MI0.80170.64120.44410.614600750
Inst-first, _0.80160.66490.44880.665706274
No-inst, _0.75330.6020\\23\\
_, MI0.76600.49990.32200.1978001164
OutputNatural, TxtLabel, PU0.80170.64120.44410.614600750
Lines, _, _0.79960.63170.45830.61910020
JSON, _, _0.80080.64760.43160.61040000
_, NumLabel, _0.79690.57940.43120.520674546947
_, _, OU0.75950.52020.42400.4944001162
ReasoningNo-CoT0.75950.52020.42400.4944001162
CoT0.78650.68140.38540.6745631743483
R-CoT0.79800.65480.42400.634932443932
train_size=1000D1→D1D2→D2D1→D2D2→D1D1→D1D2→D2D1→D2D2→D1
InputInst-last, No-MI0.81430.69810.47470.676700264
Inst-first, _0.81550.71570.50610.697403264
No-inst, _0.75430.6391\\03\\
_, MI0.80100.64890.41640.5250001431
OutputNatural, TxtLabel, PU0.81430.69810.47470.676700264
Lines, _, _0.81030.70030.47320.67130061
JSON, _, _0.81200.70390.47850.68190000
_, NumLabel, _0.81190.68120.45750.6467152928
_, _, OU0.78940.64840.40310.623501310
ReasoningNo-CoT0.78940.64840.40310.623501310
CoT0.80450.70630.53190.6965211225494
R-CoT0.81600.70210.46040.6949151424115
+
+ 表8： 每个SDE选项对模型bc2-base的MASA评估。 下划线的定义见表3。 +
+
+
+
+

+ A.5 GENIA，MAVEN和Review11的详细结果 +

+
+

表9显示了三个下游任务（GENIA（嵌套NER），MAVEN（事件检测）和Review11（MASA））上不同样本设计策略的比较。对于GENIA和MAVEN，报告了硬匹配和软匹配的F1分数，而对于Review11，报告了kappa + + + κ + 𝜅 + + \kappa + + italic_κ + + + 和准确度。从结果来看，我们可以看到ES-SDE在不同任务和训练规模上都保持着优势。 +

+
+
+

表10说明了在不同指示变体下，不同样本设计策略在三个下游任务上的性能。

+
+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ GENIA + (Nested-NER) + + MAVEN (ED) + + Review11 + (MASA) +
training + sizeStrategiesF1-hardF1-softF1-hardF1-soft + + κ + + 𝜅 + + + + \kappa + italic_κ + + Acc
+ + + 500 + 500 + + 500 + 500 + + heuristic + 0.512320.574650.51970.53560.5880.7586
EW-SDE + 0.483280.543180.49220.53640.72350.8327
ES-SDE0.540680.614120.58460.63310.76910.8626
+ + + 1 + , + 000 + + + 1 + 000 + + + 1,000 + 1 , 000 + + heuristic + 0.565370.622750.62370.63540.70580.8262
EW-SDE + 0.487850.551660.61090.62750.75650.8502
ES-SDE0.615930.689510.64320.67260.78920.8716
+ + + 2 + , + 000 + + + 2 + 000 + + + 2,000 + 2 , 000 + + heuristic + 0.647590.699050.67220.68130.74790.8483
EW-SDE + 0.543510.60250.69660.71060.78050.8649
ES-SDE0.680690.73930.70330.71720.80230.8785
+ + + 4 + , + 000 + + + 4 + 000 + + + 4,000 + 4 , 000 + + heuristic + 0.687260.738250.71180.71760.77510.8644
EW-SDE + 0.711090.770930.72650.73380.79170.8715
ES-SDE0.727260.784870.72950.74660.8050.8814
+
+ 表9： 对三个下游任务上不同样本设计策略的比较。 + ES-SDE在不同任务和训练规模上保持其优势。 +
+
+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ GENIA + (Nested-NER) + + MAVEN (ED) + + Review11 + (MASA) +
+ Instruction VariationStrategies + F1-hardF1-soft + F1-hardF1-soft + + + κ + + 𝜅 + + + + \kappa + italic_κ + + Acc
inst-1 + heuristic0.51230.5747 + 0.51970.5356 + 0.5880.7586
EW-SDE + 0.48330.54320.49220.53640.72350.8327
ES-SDE0.54070.61410.58460.63310.76910.8626
inst-2 + heuristic0.498130.56095 + 0.51340.5334 + 0.60090.7685
EW-SDE + 0.485930.549990.49560.53390.72080.8344
ES-SDE0.534790.607670.56360.61670.76590.8615
inst-3 + heuristic0.487330.55491 + 0.49400.5060 + 0.57930.7533
EW-SDE + 0.476380.536850.49250.53990.7210.8365
ES-SDE0.53525 + 0.60902 + 0.55300.60870.76240.8601
+
+ 表10： 不同样本设计策略在不同指示变体上三个下游任务的性能。 +
+
+
+
+

+ A.6 Inst-last和Inst-first的额外分析 +

+
+

实验结果显示，Inst-first在各种任务和模型中始终优于Inst-last，这让我们进行了更深入的分析。我们提取了与指示中一些任务相关领域相关的注意权重，并对每个标记的这些任务相关的注意权重进行了总结。图8显示了对某个客户评论的注意权重的比较。正如我们所看到的，靠近指令的标记通常会获得更高的任务相关的注意权重。直觉上，当人们写评论时，他们通常会在开头表达他们的核心观点。这导致了指示放在前面的话，这些核心部分可能会获得更大的任务相关的注意权重。这可能在一定程度上解释了为什么Inst-first通常会导致更高的情感分析性能。 +

+
+
Refer to caption +
+ 图8： 使用Inst-last和Inst-first比较任务相关的注意力分数。 +
+
+
Refer to caption +
+ 图9： 在MASA任务中不同样本设计的例子。 +
+
+
+
+

+ A.7 OU 和 PU 的附加分析 +

+
+

在先前的实验中，我们发现OU的表现要比PU差得多。这一有趣的结果激励我们进行进一步的分析。具体来说，我们计算并比较了OU和PU的kappa分数，以分析标签分布与OU效果之间的关系。

+
+
+

从表11的结果中，我们可以观察到，当用500个样本训练模型时，对于未提及较多的方面，OU方法与PU格式相比存在显著差距。当训练集增加到1000个样本时，这个差距明显缩小。这表明对于OU方法，未提及较多的方面，即在答案中出现频率较低的方面，对模型学习来说更加困难，因此需要更多的数据。从另一个角度来看，这也表明即使某个方面在文本中没有涉及，在答案中提及这个方面可以增强模型对它的理解。 +

+
+
+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ Aspect + + Trainsize=500Trainsize=1000
(%)Num_ + + + Δ + Δ + + \Delta + roman_Δ + + + + κ + 𝜅 + + \kappa + italic_κ + + + (%)Num_ + + + Δ + Δ + + \Delta + roman_Δ + + + + κ + 𝜅 + + \kappa + italic_κ + + +
UnmenAvg_ChatAvg_BaseUnmenAvg_ChatAvg_Base
D1F1.00-.0004.00071.40-.0026-.0011
SA33.60-.0687-.055534.40-.0062-.0212
P38.00-.0469-.049537.90-.0068-.0255
B65.40-.0410-.029165.70-.0117-.0079
H78.00-.0920-.136776.40-.0033-.0207
PC93.60-.2338-.259093.00-.0181-.0305
D2TC26.80-.0891-.134125.60-.0497-.0492
D41.60-.1106-.247539.10-.0280-.0500
Q61.80-.0329-.058861.00-.0361-.0149
SS71.40-.2537-.257571.60-.0574-.0896
N94.80-.3347-.395493.90-.0494-.1405
+
+
+ 表11：不同方面的“未提及”标签数量和平均 + + Δ + + Δ + + \Delta + roman_Δ + + + + + κ + 𝜅 + + \kappa + + italic_κ + + + （ + + + κ + + O + ⁢ + U + + + + subscript + 𝜅 + + + + 𝑂 + + 𝑈 + + + + + \kappa_{OU} + + italic_κ + start_POSTSUBSCRIPT italic_O italic_U end_POSTSUBSCRIPT + + - + + + κ + + P + ⁢ + U + + + + subscript + 𝜅 + + + + 𝑃 + + 𝑈 + + + + + \kappa_{PU} + + italic_κ + start_POSTSUBSCRIPT italic_P italic_U end_POSTSUBSCRIPT + + ）。 +
+
+
+
+

+ A.8 PE能指导SDE吗？详细结果 +

+
+

评估样本设计的性能涉及对下游任务上的模型进行微调，这可能是耗时的。 + 因此，我们也在考虑是否可能在不先训练模型的情况下设计更好的样本。我们尝试通过在零-shot和上下文学习场景中尝试不同的提示设计来了解模型的固有能力和潜力。

+
+
+

+ A.8.1 零样本和上下文学习分析 +

+
+

+ 零-shot和上下文学习能力可以直接显示LLMs对给定任务的熟悉程度。在零-shot方法中，我们使用每个SDE选项的输入（其中包含输出格式的指示）作为原始冻结LLMs预测的提示。对于ICL方法，我们在每个测试实例之前添加两个来自训练集的固定示例。考虑到样本长度增加导致的推理时间成本，我们将我们的预测和分析限制在500个样本。所有其他实验设置与实验I中描述的实验保持一致。 +

+
+
+

零-shot研究。 在第4节中使用的所有六个7B LLMs都表现出糟糕的零-shot + MASA能力，在大多数情况下未能遵循指示生成适当的输出，如表13所示，这使得很难分析其与SDE结果的关系。观察到不同模型之间的格式偏好变化，我们推测这与每个模型用于指令微调的数据集密切相关。一些模式在零-shot和SDE之间也是矛盾的。例如，OU + SDE选项始终损害了DT的表现，然而，对于某些LLMs来说，其提示在零-shot推断中导致显著较少的格式错误。因此，零-shot表现几乎无法判断好坏的SDE选项。 +

+
+
+

内容： 上下文学习研究。 + ICL可以有效地提高LLM的指示遵循能力，导致远比零-shot更少的格式错误。因此，我们在表14中报告了每个模型在两个领域上的平均情感分析性能。结果表明，Inst-first和CoT提高了大多数模型的性能，这为在微调过程中选择格式提供了宝贵的见解。对于输出设计，JSON和OU选项在某些模型上优于其他方法，与SDE结果不同。

+
+
+
+

+ A.8.2 困惑度分析 +

+
+

困惑度衡量了模型生成给定文本序列的不确定性，Chen et al. (1998)，较低的困惑度值表示模型对预测更有信心。在计算中，我们使用常见做法，即取模型损失的对数来估计困惑度。 +

+
+
+

+ 在我们的任务中，我们比较了与每个不同的SDE选项对应的ICL提示的PPL分数，以及模型ICL预测的条件PPL。对于预测，我们将提示和预测连接在一起作为一个序列，然后将提示视为其上下文。 +

+
+
+

对不同设计的困惑度结果显示在表12中。对于输入设计，Inst-first + 选项的PPL得分通常低于Inst-last的得分，这与Inst-first在ICL和SDE实验中表现更好的结论一致。对于输出设计，OU + 选项获得了最高的分数，这与其在ICL上的表现不一致，但与其在SDE实验中表现最差的一致。令人惊讶的是，JSON + 格式获得了显著最低的PPL得分，但在ICL中与Lines 格式持平，甚至比SDE中的Lines + 格式更差。最有趣的结果出现在推理设计中。 CoT 和 R-CoT + 选项在提示上的PPL得分低，而在预测上得分高。这种矛盾使得通过PPL得分难以分析ICL或SDE的结果。

+
+
+

以上分析还突出了我们SDE实验的必不可少，因为我们不能单凭初步分析就预先确定不同设计的最终有效性。 +

+
+
Refer to caption +
+ 图10：格式错误类型示例及其处理方式。 +
+
+
Refer to caption +
+ 图11： GENIA，MAVEN和Review11上不同样本设计的示例。 +
+
+
Refer to caption +
图12： + 在不同策略上指示的变化。（以MAVEN为例）
+
+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ Perplexity:Prompts + c-llama2-chatc-llama2-baseintern-chatintern-basebc2-chatbc2-base
InputInst-last, No-MI47.662111.06318.42219.03659.04642.030
Inst-first, _46.357110.06519.56118.63254.79539.003
OutputNatural, TxtLabel, PU + 47.662111.06318.42219.03659.04642.030
Lines, _, _47.918191.27418.56119.21960.49842.638
JSON, _, _29.00878.84814.67513.26038.54725.405
_, NumLabel, _41.69092.71717.66416.34851.96335.185
_, _, OU55.345129.05520.86221.45069.02249.426
ReasoningNo-CoT29.00878.84814.67513.26038.54725.405
CoT18.26341.31210.8129.37923.40615.267
R-CoT18.21042.64810.7899.35422.67115.333
+ Perplexity:Predictions + c-llama2-chatc-llama2-baseintern-chatintern-basebc2-chatbc2-base
InputInst-last, No-MI + 1.0521.1091.0511.3941.0611.127
Inst-first, _1.0881.2841.0461.3601.0661.113
OutputNatural, TxtLabel, + PU1.0521.1091.0511.3941.0611.127
Lines, _, _1.0521.1371.0581.3861.2221.136
JSON, _, _1.0381.0741.0451.4071.0191.042
_, NumLabel, _1.0961.1421.0781.4031.0881.102
_, _, OU1.1831.3681.0891.2791.3531.823
ReasoningNo-CoT1.0381.0741.0451.4071.0191.042
CoT1.2341.4751.0841.1861.0901.129
R-CoT1.2391.2931.0691.1851.0631.090
+
+ 表12：对应于MASA ID任务中每个SDE选项的ICL提示和预测的PPL分数。 +
+
+
+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ c-llama2-chat + + Intern-chat + + bc2-chat + + c-llama2-base + + Intern-base + + bc2-base +
D1D2D1D2D1D2D1D2D1D2D1D2
InputIns-last74.2431.6785.8211.7540.6722.1288.9236.6094.8981.6010098.18
Ins-first70.0544.8298.7699.6159.5624.1888.6227.4989.79 + 75.5999.66 + 96.26 +
OutputNatural, TxtLabel, PU74.2431.6785.8211.7540.6722.1288.9236.6094.8981.6010098.18
Lines, _, _1.181.3199.9497.064.171.5772.5112.1099.57 + 99.7999.99 + 99.94 +
JSON, _, _5.9416.4910010096.1573.5399.94100100100100100
_, Numerical, _99.8792.2199.99100100100100100100100100100
_, _, OU45.7518.3170.2131.3844.1550.9372.7987.9976.80 + 56.8799.74 + 95.33 +
ReasoningNo-CoT5.9416.4910010096.1573.5399.94100100100100100
CoT35.25 + 34.2510010058.66 + 53.29100100100 + 10099.99 + 99.99 +
R-CoT33.8475.8710010080.7177.1298.2490.58100100100100
+
+
表13： + 零-shot情景中的格式错误率(%)
+
+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ test_size=500c-llama2-chatc-llama2-baseintern-chatintern-basebc2-chatbc2-base
InputInst-last0.38340.28350.18560.12120.44020.4187
Inst-first0.48320.29590.20380.20440.50910.4345
OutputNatural, TxtLabel, PU + 0.38340.28350.18560.12120.44020.4187
Lines, _, _0.42200.29210.24360.18460.39710.4077
JSON, _, _0.37730.21320.33900.29540.46140.3683
_, NumLabel, _0.15220.16660.24700.26030.24060.1960
_, _, OU0.36120.31680.24610.14430.19480.1924
ReasoningNo-CoT0.37730.21320.33900.29540.46140.3683
CoT0.33830.21740.36360.31670.48100.4466
R-CoT0.36380.24450.35220.26330.46680.4075
+
+ 表14： 在上下文学习场景中，MASA ID任务的平均加权Kappa + + κ + 𝜅 + + \kappa + + italic_κ + + + +
+
+
+
+
+
+
+
+ + + \ No newline at end of file diff --git a/essay/2404_13033v1/resource/addons.js b/essay/2404_13033v1/resource/addons.js new file mode 100644 index 0000000..eb719ee --- /dev/null +++ b/essay/2404_13033v1/resource/addons.js @@ -0,0 +1,293 @@ +let create_favicon = () => { + let favicon32 = document.createElement('link'); + favicon32.rel = 'icon'; + favicon32.type = 'image/png'; + favicon32.href = 'https://static.arxiv.org/static/browse/0.3.4/images/icons/favicon-32x32.png'; + favicon32.sizes = '32x32'; + + let favicon16 = document.createElement('link'); + favicon16.rel = 'icon'; + favicon16.type = 'image/png'; + favicon16.href = 'https://static.arxiv.org/static/browse/0.3.4/images/icons/favicon-16x16.png'; + favicon16.sizes = '16x16'; + + document.head.appendChild(favicon16); + document.head.appendChild(favicon32); +} + +let create_header = () => { + let desktop_header = document.createElement('header'); + let ABS_URL_BASE = 'https://arxiv.org/abs'; + let id = window.location.pathname.split('/')[2]; + + var LogoBanner = ` + + `; + + var Links = ` + `; + + desktop_header.innerHTML = LogoBanner + Links; + desktop_header.classList.add('desktop_header'); + document.body.insertBefore(desktop_header, document.body.firstChild); +}; + +let create_mobile_header = () => { + let mob_header = document.createElement('header'); + let ABS_URL_BASE = 'https://arxiv.org/abs'; + let id = window.location.pathname.split('/')[2]; + + var mobile_header= ` + + + +
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+ `; + mob_header.innerHTML=mobile_header + // mob_header.classList.add('navbar'); + // mob_header.classList.add('bg-body-tertiary'); + mob_header.classList.add('mob_header'); + document.body.insertBefore(mob_header, document.body.firstChild); +} + +let delete_footer = () => document.querySelector('footer').remove(); + + +let create_footer = () => { + let footer = document.createElement('footer'); + let ltx_page_footer = document.createElement('div'); + ltx_page_footer.setAttribute('class', 'ltx_page_footer'); + footer.setAttribute('id', 'footer'); + footer.setAttribute('class', 'ltx_document'); + + //killed the footer nav with the following 4 variables, keeping them in case we want to bring them back + var night = ` + + + `; + + var copyLink = ` + Copyright`; + + var policyLink = ` + Privacy Policy`; + + var HTMLLink = ` + Why HTML?`; + + var TimeLogo = ` + `; + + footer.innerHTML = ` +
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+
+ `; + + ltx_page_footer.innerHTML = TimeLogo; + ltx_page_footer.setAttribute('class', 'ltx_page_footer'); + + document.body.appendChild(ltx_page_footer); + document.body.appendChild(footer); +}; + +let unwrap_nav = () => { + let nav = document.querySelector('.ltx_page_navbar'); + document.querySelector('#main').prepend(...nav.childNodes); + nav.remove(); + + let toc = document.querySelector('.ltx_TOC'); + let toc_header = document.createElement('h2'); + toc_header.innerText = 'Table of Contents'; + toc_header.id = 'toc_header'; + toc_header.setAttribute('class', 'sr-only'); + toc.prepend(toc_header); + toc.setAttribute('aria-labelledby', 'toc_header'); + + const olElement = document.querySelector('.ltx_toclist'); + const listIconHTML = ` +
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+ top: -.2em; + max-height: 2rem; + font-size: .85em; + color: var(--note-mark-color) +} + +.ltx_note_content { + display: block; + opacity: 100; + padding-top: .5rem; + padding-bottom: .5rem; + margin: .6rem; + font-family: var(--text-font-family); + line-height: 1.5rem; + overflow-wrap: break-word +} + +.ltx_author_notes { + display: block; + opacity: 100; + min-width: 20rem; + margin-top: .5rem; + margin-bottom: 2rem; + font-family: var(--text-font-family); + font-size: .9rem; + padding: .2rem +} + +@media only screen and (max-width:46rem) { + .ltx_note_outer { + width: 20rem + } +} + +@media only screen and (min-width:46.01rem) and (max-width:51.99rem) { + .ltx_note_outer { + width: 46rem + } +} + +@media only screen and (min-width:52rem) and (max-width:95.99rem) { + .ltx_note_outer { + width: 50rem + } +} + +@media only screen and (min-width:96rem) and (max-width:108.99rem) { + .ltx_note_outer { + width: 20rem; + margin-right: -24rem + } +} + +@media only screen and (min-width:109rem) { + .ltx_note_outer { + width: 27rem; + margin-right: -31rem + } +} + +@media only screen and (max-width:95.99rem) { + .ltx_note_outer { + display: none; + opacity: 0 + } + + .ltx_note_content { + overflow-wrap: break-word; + width: 90% + } + + .ltx_note:not(.ltx_note_frontmatter):not(.ltx_role_affiliationmark):not(.ltx_role_footnotemark):active>.ltx_note_outer, + .ltx_note:not(.ltx_note_frontmatter):not(.ltx_role_affiliationmark):not(.ltx_role_footnotemark):hover>.ltx_note_outer { + display: block; + opacity: 100; + z-index: 100; + position: absolute; + top: 0; + margin: auto; + padding: 2rem; + background-color: var(--background-color); + border-width: .1rem 0; + border-bottom: double; + border-top: double + } + + .ltx_note.ltx_note_frontmatter { + display: block; + opacity: 100; + opacity: inherit; + text-align: left + } + + .ltx_note.ltx_note_frontmatter>.ltx_note_mark { + display: none; + opacity: 0 + } + + .ltx_note.ltx_note_frontmatter .ltx_note_outer { + display: block; + opacity: 100; + opacity: inherit + } + + .ltx_note.ltx_note_frontmatter .ltx_note_content { + border: none; + margin-left: 0 + } + + .ltx_note.ltx_note_frontmatter .ltx_note_content>.ltx_note_mark { + display: inline + } + + .ltx_authors>.ltx_note .ltx_note_mark { + display: none; + opacity: 0 + } +} + +@media only screen and (min-width:96rem) { + .ltx_note_outer { + display: block; + opacity: 100; + position: relative; + clear: both; + float: right; + padding-bottom: 2rem; + padding-right: 2rem + } + + .ltx_note_content { + border-style: double none none none; + border-width: .1rem 0 + } + + .ltx_note_content>.ltx_note_mark { + display: block; + opacity: 100; + margin-top: -1.8rem + } + + .ltx_author_notes>.ltx_note>.ltx_note_mark:hover+.ltx_note_outer .ltx_note_content, + .ltx_author_notes>span>.ltx_note>.ltx_note_mark:hover+.ltx_note_outer .ltx_note_content, + .ltx_note>.ltx_note_mark:active+.ltx_note_outer .ltx_note_content, + .ltx_note>.ltx_note_mark:hover+.ltx_note_outer .ltx_note_content, + .ltx_title.ltx_title_document>.ltx_role_affiliation>.ltx_note_mark:active+.ltx_note_outer .ltx_note_content, + .ltx_title.ltx_title_document>.ltx_role_affiliation>.ltx_note_mark:hover+.ltx_note_outer .ltx_note_content { + background-color: var(--note-highlight-color); + z-index: 100 + } + + .ltx_title.ltx_title_document .ltx_note_outer { + display: block; + opacity: 100 + } + + .ltx_title.ltx_title_document .ltx_note_type { + display: none; + opacity: 0 + } + + .ltx_author_notes>.ltx_note .ltx_note_outer, + .ltx_author_notes>span>.ltx_note .ltx_note_outer, + .ltx_role_affiliation>.ltx_note_outer, + .ltx_td .ltx_note_outer, + .ltx_th .ltx_note_outer, + figcaption .ltx_note_outer, + td .ltx_note_outer, + th .ltx_note_outer { + display: none; + opacity: 0 + } + + figcaption .ltx_note_content, + td .ltx_note_content, + th .ltx_note_content { + font-weight: 400; + overflow-wrap: break-word; + width: 90% + } + + .ltx_td .ltx_note:active>.ltx_note_outer, + .ltx_td .ltx_note:hover>.ltx_note_outer, + .ltx_th .ltx_note:active>.ltx_note_outer, + .ltx_th .ltx_note:hover>.ltx_note_outer, + figcaption .ltx_note:active>.ltx_note_outer, + figcaption .ltx_note:hover>.ltx_note_outer, + td .ltx_note:active>.ltx_note_outer, + td .ltx_note:hover>.ltx_note_outer, + th .ltx_note:active>.ltx_note_outer, + th .ltx_note:hover>.ltx_note_outer { + display: block; + opacity: 100; + z-index: 100; + position: absolute; + top: 0; + margin: auto; + padding: 2rem; + background-color: var(--background-color); + border-width: .1rem 0; + border-bottom: double; + border-top: double + } + + .ltx_author_notes>.ltx_note>.ltx_note_mark:hover+.ltx_note_outer, + .ltx_author_notes>span>.ltx_note>.ltx_note_mark:hover+.ltx_note_outer, + .ltx_personname .ltx_role_footnote>.ltx_note_mark:active+.ltx_note_outer, + .ltx_personname .ltx_role_footnote>.ltx_note_mark:hover+.ltx_note_outer, + .ltx_role_affiliation>.ltx_note_mark:active+.ltx_note_outer, + .ltx_role_affiliation>.ltx_note_mark:hover+.ltx_note_outer { + display: block; + opacity: 100; + z-index: 100; + position: absolute; + left: 0 + } + + .ltx_personname .ltx_role_footnote .ltx_note_outer { + display: none; + opacity: 0 + } + + .ltx_note.ltx_role_footnotetext .ltx_note_outer { + position: absolute; + left: var(--main-width-margin) + } + + .ltx_note.ltx_role_footnotetext:nth-of-type(2) .ltx_note_outer { + top: 8rem + } + + .ltx_note.ltx_role_footnotetext:nth-of-type(3) .ltx_note_outer { + top: 16rem + } + + .ltx_note.ltx_role_footnotetext:nth-of-type(4) .ltx_note_outer { + top: 24rem + } + + .ltx_note.ltx_role_footnotetext:nth-of-type(5) .ltx_note_outer { + top: 32rem + } + + .ltx_note.ltx_role_footnotetext:nth-of-type(6) .ltx_note_outer { + top: 40rem + } + + .ltx_note.ltx_role_footnotetext:nth-of-type(7) .ltx_note_outer { + top: 48rem + } + + .ltx_note.ltx_role_footnotetext:nth-of-type(8) .ltx_note_outer { + top: 56rem + } + + .ltx_abstract>.ltx_note>.ltx_note_mark, + .ltx_author_notes>.ltx_note>.ltx_note_outer .ltx_note_mark, + .ltx_author_notes>span>.ltx_note>.ltx_note_outer .ltx_note_mark, + .ltx_document>.ltx_note:not(.ltx_role_footnotetext)>.ltx_note_outer>.ltx_note_content>.ltx_note_mark, + .ltx_document>.ltx_note>.ltx_note_mark, + .ltx_note.ltx_note_frontmatter>.ltx_note_mark, + .ltx_note.ltx_note_frontmatter>.ltx_note_outer>.ltx_note_content>.ltx_note_mark, + .ltx_title_document>.ltx_note>.ltx_note_mark { + display: none; + opacity: 0 + } + + .ltx_note.ltx_note_frontmatter .ltx_note_content { + border: none; + margin-bottom: 0; + padding-bottom: 0; + margin-top: 0; + padding-top: 0 + } + + .ltx_note.ltx_note_frontmatter>.ltx_note_outer { + margin-bottom: 0; + padding-bottom: 0 + } +} + +.ltx_note.ltx_role_footnotetext .ltx_note_type { + display: none; + opacity: 0 +} + +.ltx_note.ltx_role_affiliationmark>.ltx_note_mark, +.ltx_note.ltx_role_footnotemark>.ltx_note_mark { + color: var(--text-color) +} + +.ltx_note.ltx_role_affiliationmark>.ltx_note_outer, +.ltx_note.ltx_role_footnotemark>.ltx_note_outer { + display: none !important; + opacity: 0 !important +} + +.ltx_title { + font-size: 100%; + font-weight: 400; + font-family: var(--headings-font-family) +} + +.ltx_abstract { + margin-top: 4rem; + margin-bottom: 2rem +} + +.ltx_TOC>h6, +.ltx_title_abstract { + margin-top: 0; + margin-bottom: 1.5rem; + padding-top: 0; + color: var(--link-text-color); + text-decoration: none; + font-size: 1.4rem; + font-weight: 700; + font-family: var(--headings-font-family); + line-height: 1.15rem; + box-sizing: border-box; + list-style: none +} + +.ltx_abstract p:first-of-type { + text-indent: 0 +} + +.ltx_role_dedicatory { + font-size: 100%; + font-style: italic; + text-align: center; + margin: 1em +} + +.ltx_role_email { + display: block +} + +.ltx_role_email>a { + color: var(--email-link-color); + text-decoration: none +} + +.ltx_TOC { + margin-top: 2rem; + margin-bottom: 2rem +} + +ul.ltx_toclist { + padding-left: 2.5rem +} + +ul.ltx_toclist>.ltx_tocentry:first-of-type { + margin-top: .3rem +} + +.ltx_TOC>ul.ltx_toclist { + padding-left: 0 +} + +.ltx_TOC>.ltx_toclist>.ltx_tocentry { + list-style-type: none; + margin-bottom: 1.3rem +} + +.ltx_tocentry { + list-style-type: none; + margin-bottom: .5rem +} + +.ltx_TOC>.ltx_toclist>.ltx_tocentry>a.ltx_ref { + display: inline-block; + border-bottom: none; + font-weight: 700; + margin-bottom: .5em +} + +.ltx_tocentry_chapter>.ltx_ref>.ltx_ref_title>.ltx_tag, +.ltx_tocentry_part>.ltx_ref>.ltx_ref_title>.ltx_tag, +.ltx_tocentry_section>.ltx_ref>.ltx_ref_title>.ltx_tag { + margin-right: 1rem; + display: inline-block; + min-width: 1.5rem +} + +.ltx_toclist_part>.ltx_tocentry_chapter>.ltx_ref>.ltx_ref_title>.ltx_tag { + min-width: .5rem +} + +.ltx_tocentry_chapter .ltx_tocentry_section>.ltx_ref>.ltx_ref_title, +.ltx_tocentry_part .ltx_tocentry_chapter>.ltx_ref, +.ltx_tocentry_subsection>.ltx_ref>.ltx_ref_title { + font-family: var(--text-font-family) +} + +.ltx_tocentry_chapter .ltx_tocentry_section>.ltx_ref, +.ltx_tocentry_part .ltx_tocentry_chapter>.ltx_ref, +.ltx_tocentry_subsection>.ltx_ref, +.ltx_tocentry_subsubsection>.ltx_ref { + border-bottom: none +} + +.ltx_tocentry_chapter .ltx_tocentry_section>.ltx_ref>.ltx_ref_title>.ltx_tag_ref, +.ltx_tocentry_part .ltx_tocentry_chapter>.ltx_ref>.ltx_ref_title>.ltx_tag_ref, +.ltx_tocentry_subsection>.ltx_ref>.ltx_ref_title>.ltx_tag_ref, +.ltx_tocentry_subsubsection>.ltx_ref>.ltx_ref_title>.ltx_tag_ref { + border-bottom: .063rem dotted var(--link-text-color); + width: min-content; + display: inline-block; + line-height: 1.1rem; + margin-right: .3rem +} + +.ltx_tag_appendix, +.ltx_tag_chapter, +.ltx_tag_part, +.ltx_tag_section, +.ltx_tag_subsection, +.ltx_tag_subsubsection { + display: inline-block; + padding-right: 1rem; + min-width: 1.33em +} + +.ltx_tag_figure, +.ltx_tag_table { + display: inline-block; + padding-right: .2rem; + min-width: 1.33em +} + +.ltx_title_chapter, +.ltx_title_part { + font-size: 1.6rem; + font-weight: 700; + margin-bottom: 1.5rem +} + +.ltx_title_acknowledgements, +.ltx_title_appendix, +.ltx_title_bibliography, +.ltx_title_index, +.ltx_title_section, +span.ltx_font_bold>.ltx_break:last-child { + font-size: 1.4rem; + font-weight: 700; + margin-bottom: 1.5rem +} + +span.ltx_font_bold>.ltx_break:last-child { + margin-top: 2rem +} + +.ltx_title_subsection { + font-size: 1.2rem; + font-weight: 700; + margin-bottom: 1rem +} + +.ltx_title_subsubsection { + font-size: 1rem; + font-weight: 700; + margin-bottom: 1rem +} + +.ltx_title_paragraph { + font-size: 1rem; + font-weight: 700; + margin-right: 1rem; + margin-bottom: .5rem +} + +.ltx_title_subparagraph { + font-size: 1rem; + font-weight: 700; + display: inline; + margin: 0 1rem 0 2rem +} + +.ltx_section .ltx_subparagraph>.ltx_para:first-of-type>.ltx_p { + text-indent: 2rem +} + +.ltx_runin { + display: inline +} + +.ltx_runin:after { + content: " " +} + +.ltx_runin+.ltx_para, +.ltx_runin+.ltx_para p, +.ltx_runin+p { + display: inline +} + +.ltx_outdent { + margin-left: -2em +} + +.ltx_chapter, +.ltx_part { + margin-bottom: 5rem +} + +.ltx_bibliography, +.ltx_section { + margin-bottom: 2.5rem +} + +.ltx_subsection { + margin-bottom: 2rem +} + +.ltx_subsubsection { + margin-bottom: .5rem +} + +.ltx_section .ltx_para:first-of-type .ltx_p:first-of-type { + text-indent: 0 +} + +.ltx_proof, +.ltx_theorem { + margin: 2rem 0 1rem 0 +} + +.ltx_item>.ltx_theorem { + margin-left: 1em +} + +.ltx_theorem>.ltx_para { + margin-bottom: .5rem +} + +.ltx_title_proof, +.ltx_title_theorem { + font-family: var(--headings-font-family); + font-size: 1rem; + font-weight: 700; + display: inline; + padding-right: .25em +} + +.ltx_bibliography dt { + margin-right: .5em; + float: left +} + +.ltx_bibliography dd { + margin-left: 3em +} + +.ltx_bibitem { + display: table; + table-layout: fixed; + list-style-type: none; + width: 100%; + padding-bottom: .75em; + font-family: var(--text-font-family) +} + +.ltx_bibitem .ltx_tag { + display: table-cell; + position: relative; + left: -2.5rem; + line-height: 1.5rem; + text-align: left; + vertical-align: middle; + word-break: normal; + overflow-wrap: break-word +} + +@media only screen and (max-width:52rem) { + .ltx_bibitem .ltx_tag { + width: 26% + } +} + +@media only screen and (min-width:52.01rem) { + .ltx_bibitem .ltx_tag { + width: 14% + } +} + +.ltx_bibitem .ltx_bibblock { + display: inline-block; + text-align: left; + padding-left: .5em; + max-width: 40em; + line-height: 1.5rem; + vertical-align: middle; +} + +.ltx_bib_title { + font-style: italic; +} + +.ltx_bib_article .bib-title { + font-style: normal !important +} + +.ltx_bib_journal { + font-style: italic +} + +.ltx_bib_volume { + font-weight: 700 +} + +.ltx_tag_bibitem:active~*, +.ltx_tag_bibitem:hover~*, +.ltx_tag_bibitem~:active, +.ltx_tag_bibitem~:hover { + background-color: var(--note-highlight-color); + z-index: 100 +} + +.ltx_indexlist { + columns: 2; + -webkit-columns: 2; + -moz-columns: 2; + list-style-type: none; + padding-left: 0 +} + +.ltx_indexentry>.ltx_indexlist { + columns: 1; + -webkit-columns: 1; + -moz-columns: 1; + margin: .2rem 1rem 0 +} + +.ltx_indexentry { + font-family: var(--text-font-family); + font-size: .85rem; + padding-bottom: .15rem +} + +.ltx_indexrefs .ltx_ref { + color: var(--index-ref-color); + white-space: nowrap +} + +section.ltx_conversion_report>.ltx_para { + background: #f5f5f5; + width: var(--main-width); + padding: .1rem 1rem .1rem 1rem; + border-radius: .8rem; + line-height: 1rem; + font-family: var(--code-font-family); + font-size: .8rem; + word-break: break-word +} + +section.ltx_conversion_report>.ltx_para>.ltx_p { + text-align: left; + line-height: 1rem +} + +:not(.ltx_quote)>blockquote.ltx_quote:not(.ltx_epigraph) { + border-left: .188rem solid var(--border-color); + font-size: 1em; + font-style: italic; + line-height: 1.5em; + margin: 1.1em 0; + padding: .5em 2em; + position: relative; + z-index: 0 +} + +:not(.ltx_quote)>blockquote.ltx_quote:not(.ltx_epigraph):before { + content: ""; + position: absolute; + top: 50%; + left: -.25rem; + height: 2rem; + background-color: var(--background-color); + width: .25rem; + margin-top: -1rem +} + +:not(.ltx_quote)>blockquote.ltx_quote:not(.ltx_epigraph):after { + content: "“"; + position: absolute; + top: 50%; + left: -.6rem; + color: var(--border-color); + font-style: normal; + font-size: 1.5rem; + line-height: 2rem; + text-align: center; + width: 1rem; + margin-top: -.7rem +} + +.ltx_quote>.ltx_p:last-child { + margin-bottom: 0 +} + +.ltx_quote>.ltx_break:last-child { + display: none +} + +.ltx_quote .ltx_break+.ltx_break+.ltx_break { + display: none +} + +.ltx_quote>.ltx_break:first-child, +.ltx_quote>.ltx_break:first-child+.ltx_break, +.ltx_quote>.ltx_break:first-child+.ltx_break+.ltx_break { + display: none +} + +blockquote.ltx_epigraph { + width: calc(.5*var(--main-width)) !important; + margin-left: calc(.45*var(--main-width)) !important +} + +.ltx_block, +.ltx_p, +.ltx_para, +.ltx_quote { + display: block +} + +.ltx_quote.ltx_innerquote, +.ltx_quote.ltx_outerquote { + display: inline +} + +.ltx_align_left { + text-align: left +} + +.ltx_align_right { + text-align: right +} + +.ltx_align_center { + text-align: center +} + +.ltx_align_justify { + text-align: justify; + text-justify: inter-word; + hyphens: auto +} + +.ltx_align_top { + vertical-align: top +} + +.ltx_align_bottom { + vertical-align: bottom +} + +.ltx_align_middle { + vertical-align: middle +} + +.ltx_align_baseline { + vertical-align: baseline +} + +.ltx_align_floatleft { + float: left +} + +.ltx_align_floatright { + float: right +} + +.ltx_td.ltx_align_center, +.ltx_td.ltx_align_left, +.ltx_td.ltx_align_right, +.ltx_th.ltx_align_center, +.ltx_th.ltx_align_left, +.ltx_th.ltx_align_right { + white-space: nowrap +} + +.ltx_td.ltx_align_center.ltx_wrap, +.ltx_td.ltx_align_justify, +.ltx_td.ltx_align_left.ltx_wrap, +.ltx_td.ltx_align_right.ltx_wrap, +.ltx_th.ltx_align_center.ltx_wrap, +.ltx_th.ltx_align_justify, +.ltx_th.ltx_align_left.ltx_wrap, +.ltx_th.ltx_align_right.ltx_wrap { + white-space: normal +} + +.ltx_graphics { + display: block +} + +@media only screen and (max-width:52rem) { + .ltx_graphics { + max-width: 95% + } +} + +@media only screen and (min-width:52.01rem) { + .ltx_graphics { + max-width: var(--main-width) + } +} + +.ltx_caption .ltx_graphics { + display: inline-block +} + +:not(mtext):not(.ltx_flex_cell)>:not(mtext):not(.ltx_flex_cell)>.ltx_img_landscape { + max-width: 100%; + max-height: calc(var(--main-width)/1.66); + width: auto; + height: auto +} + +:not(mtext):not(.ltx_flex_cell)>:not(mtext):not(.ltx_flex_cell)>.ltx_img_portrait { + max-height: var(--main-width); + max-width: calc(var(--main-width)/1.33); + width: auto +} + +:not(mtext):not(.ltx_flex_cell)>:not(mtext):not(.ltx_flex_cell)>.ltx_img_square { + max-height: calc(var(--main-width)/1.33); + width: auto +} + +@media only screen and (max-width:52rem) { + :not(mtext):not(.ltx_flex_cell)>:not(mtext):not(.ltx_flex_cell)>.ltx_img_portrait { + height: auto + } + + :not(mtext):not(.ltx_flex_cell)>:not(mtext):not(.ltx_flex_cell)>.ltx_img_square { + height: auto + } +} + +:not(.ltx_eqn_cell)>math mtext img.ltx_img_landscape, +:not(.ltx_eqn_cell)>math mtext img.ltx_img_portrait, +:not(.ltx_eqn_cell)>math mtext img.ltx_img_square, +:not(.ltx_eqn_cell)>math mtext object.ltx_img_landscape, +:not(.ltx_eqn_cell)>math mtext object.ltx_img_portrait, +:not(.ltx_eqn_cell)>math mtext object.ltx_img_square, +:not(.ltx_flex_cell):not(.ltx_figure):not(.ltx_transformed_inner):not(.ltx_td):not(.ltx_th)>.ltx_p:not(.ltx_align_center) img.ltx_img_landscape, +:not(.ltx_flex_cell):not(.ltx_figure):not(.ltx_transformed_inner):not(.ltx_td):not(.ltx_th)>.ltx_p:not(.ltx_align_center) img.ltx_img_portrait, +:not(.ltx_flex_cell):not(.ltx_figure):not(.ltx_transformed_inner):not(.ltx_td):not(.ltx_th)>.ltx_p:not(.ltx_align_center) img.ltx_img_square, +:not(.ltx_flex_cell):not(.ltx_figure):not(.ltx_transformed_inner):not(.ltx_td):not(.ltx_th)>.ltx_p:not(.ltx_align_center) object.ltx_img_landscape, +:not(.ltx_flex_cell):not(.ltx_figure):not(.ltx_transformed_inner):not(.ltx_td):not(.ltx_th)>.ltx_p:not(.ltx_align_center) object.ltx_img_portrait, +:not(.ltx_flex_cell):not(.ltx_figure):not(.ltx_transformed_inner):not(.ltx_td):not(.ltx_th)>.ltx_p:not(.ltx_align_center) object.ltx_img_square { + width: 1rem; + min-width: 1rem !important; + min-height: 1rem !important +} + +.ltx_markedasmath.ltx_graphics, +.ltx_markedasmath>.ltx_graphics, +mtext>.ltx_graphics { + display: inline; + max-width: calc(.9*var(--main-width)) !important +} + +.ltx_flex_cell .ltx_img_landscape, +.ltx_flex_cell .ltx_img_portrait, +.ltx_flex_cell .ltx_img_square { + width: 100%; + height: auto; + max-height: var(--main-width) +} + +.ltx_note_content .ltx_graphics { + max-width: 10rem; + max-height: 3rem +} + +.ltx_flex_figure { + display: flex; + flex-flow: row wrap; + width: auto; + justify-content: center; + align-items: flex-end; + object-fit: contain; + margin-bottom: 1rem +} + +.ltx_flex_figure>.ltx_flex_cell>.ltx_figure, +.ltx_flex_figure>.ltx_flex_cell>.ltx_float, +.ltx_flex_figure>.ltx_flex_cell>.ltx_graphics, +.ltx_flex_figure>.ltx_flex_cell>.ltx_graphics.ltx_centering, +.ltx_flex_figure>.ltx_flex_cell>.ltx_minipage { + margin: .1rem 1px .1rem; + width: 100%; + max-height: 100% +} + +.ltx_flex_figure>.ltx_flex_cell>.ltx_inline-block, +.ltx_flex_figure>.ltx_flex_cell>.ltx_minipage { + width: 100% !important +} + +@media only screen and (max-width:46rem) { + .ltx_flex_figure>.ltx_flex_cell.ltx_flex_size_1 { + min-width: 20rem + } +} + +@media only screen and (min-width:46.01rem) { + .ltx_flex_figure>.ltx_flex_cell.ltx_flex_size_1 { + min-width: 25rem + } +} + +.ltx_flex_figure>.ltx_flex_cell.ltx_flex_size_2 img.ltx_graphics { + min-width: 20rem +} + +.ltx_flex_figure>.ltx_flex_cell.ltx_flex_size_3 img.ltx_graphics { + min-width: 15rem +} + +.ltx_flex_figure>.ltx_flex_cell.ltx_flex_size_4 img.ltx_graphics { + min-width: 10rem +} + +.ltx_flex_figure>.ltx_flex_cell img.ltx_graphics { + min-width: 7rem +} + +.ltx_flex_cell.ltx_flex_size_1, +.ltx_flex_cell.ltx_flex_size_1 .ltx_tabular, +.ltx_lstlisting.ltx_flex_size_1, +.ltx_minipage.ltx_flex_size_1 .ltx_float .ltx_caption, +.ltx_table.ltx_flex_size_1 .ltx_caption { + max-width: var(--main-width) +} + +.ltx_flex_figure.ltx_flex_table .ltx_flex_size_2 { + max-width: calc(.5*var(--main-width)) +} + +.ltx_flex_cell.ltx_flex_size_2, +.ltx_flex_size_2 .ltx_tabular, +.ltx_flex_size_2.ltx_tabular, +.ltx_lstlisting.ltx_flex_size_2, +.ltx_minipage.ltx_flex_size_2 .ltx_float .ltx_caption, +.ltx_table.ltx_flex_size_2 .ltx_caption { + max-width: calc(.5*var(--main-width)) +} + +.ltx_flex_figure.ltx_flex_table .ltx_flex_size_3 { + max-width: calc(.33*var(--main-width)) +} + +.ltx_flex_cell.ltx_flex_size_3, +.ltx_flex_size_3 .ltx_tabular, +.ltx_flex_size_3.ltx_tabular, +.ltx_lstlisting.ltx_flex_size_3, +.ltx_minipage.ltx_flex_size_3 .ltx_float .ltx_caption, +.ltx_table.ltx_flex_size_3 .ltx_caption { + max-width: calc(.33*var(--main-width)) +} + +.ltx_flex_figure.ltx_flex_table .ltx_flex_size_4, +.ltx_flex_figure.ltx_flex_table .ltx_flex_size_many { + max-width: calc(.25*var(--main-width)) +} + +.ltx_flex_cell.ltx_flex_size_4, +.ltx_flex_size_4 .ltx_tabular, +.ltx_flex_size_4.ltx_tabular, +.ltx_lstlisting.ltx_flex_size_4, +.ltx_minipage.ltx_flex_size_4 .ltx_float .ltx_caption, +.ltx_table.ltx_flex_size_4 .ltx_caption { + max-width: calc(.25*var(--main-width)) +} + +.ltx_flex_figure.ltx_flex_table .ltx_flex_size_many { + max-width: calc(.28*var(--main-width)) +} + +.ltx_flex_cell.ltx_flex_size_many, +.ltx_flex_size_many .ltx_tabular, +.ltx_flex_size_many.ltx_tabular, +.ltx_lstlisting.ltx_flex_size_many, +.ltx_minipage.ltx_flex_size_many .ltx_float .ltx_caption, +.ltx_table.ltx_flex_size_many .ltx_caption { + max-width: calc(.25*var(--main-width)) +} + +.ltx_flex_figure .ltx_flex_cell { + flex: 1 1 0px; + margin: .1rem 1px .1rem +} + +.ltx_flex_figure .ltx_flex_break { + flex-basis: 100%; + height: 0 +} + +.ltx_flex_cell>.ltx_figure { + margin: 0 +} + +.ltx_flex_figure .ltx_tabular .ltx_td, +.ltx_flex_figure .ltx_tabular .ltx_th { + padding: .1rem .2rem +} + +.ltx_figure img { + color: var(--image-color); + background-color: var(--image-background-color); + -webkit-transition: all .2s ease; + -moz-transition: all .2s ease; + -ms-transition: all .2s ease; + -o-transition: all .2s ease; + transition: all .2s ease +} + +.ltx_figure img:active, +.ltx_p>img.ltx_graphics:active, +.ltx_text>img.ltx_graphics:active { + -webkit-transform: scale(1.8); + -moz-transform: scale(1.8); + -ms-transform: scale(1.8); + -o-transform: scale(1.8); + transform: scale(1.8); + overflow: visible; + background-color: #fff +} + +.ltx_p>img.ltx_graphics { + display: inline +} + +.ltx_para>svg:only-child { + margin: auto; + display: block; + max-width: var(--main-width) +} + +svg { + color: var(--image-color); + background-color: var(--image-background-color); + z-index: -1 +} + +foreignObject .ltx_text { + word-wrap: initial; + white-space: nowrap +} + +.ltx_para>.ltx_tabular { + margin-bottom: 1rem +} + +.ltx_tabular .ltx_tabular { + width: 100% +} + +.ltx_tabular.ltx_tabbing { + display: table +} + +.ltx_inline-para, +.ltx_inline-para .ltx_para { + display: inline +} + +.ltx_inline-block, +.ltx_inline-block .ltx_para { + display: inline-block +} + +.ltx_inline-block>.ltx_p { + width: auto !important +} + +.ltx_title_document>.ltx_inline-block, +.ltx_title_document>.ltx_parbox { + width: auto !important +} + +:not(.ltx_flex_cell)>.ltx_figure, +:not(.ltx_flex_cell)>.ltx_table { + display: flex; + flex-direction: column; + align-items: center; + text-align: center; + margin: 4rem auto 4rem +} + +.ltx_caption { + font-family: var(--text-font-family) +} + +.ltx_figure .ltx_caption, +.ltx_table .ltx_caption { + text-align: justify; + line-height: 1.5rem; + margin-top: 1.5rem; + margin-bottom: 1.5rem +} + +.ltx_flex_figure .ltx_figure .ltx_caption { + text-align: center +} + +.ltx_figure .ltx_parbox, +.ltx_table { + text-align: justify +} + +.ltx_parbox { + text-indent: 0; + display: inline-block +} + +.ltx_minipage { + align-self: normal; + display: inline-block +} + +.ltx_minipage.ltx_align_center { + align-self: center +} + +.ltx_minipage .ltx_float, +.ltx_minipage .ltx_float .ltx_caption { + display: inline-block +} + +.ltx_minipage.ltx_align_middle { + margin: auto; + width: auto !important +} + +.ltx_minipage>.ltx_graphics { + max-width: 100% +} + +.ltx_listingline { + text-align: justify; + white-space: nowrap; + min-height: 1rem; + display: block +} + +.ltx_listingline .ltx_text { + font-size: .7rem !important +} + +.ltx_listing { + display: block; + max-width: var(--main-width); + margin-bottom: 1rem +} + +.ltx_listing>.ltx_framed_rectangle { + border-style: none +} + +.ltx_tag_listingline { + padding-right: .3rem; + border-right: solid; + border-width: thin; + margin-right: .3rem; + text-align: right; + width: 1rem; + display: inline-block +} + +.ltx_listing_data { + display: none +} + +.ltx_lstlisting.ltx_text { + white-space: break-spaces +} + +.ltx_float { + margin: 3.5rem auto 3.5rem +} + +.ltx_minipage>.ltx_float { + margin: .2rem auto .2rem +} + +.ltx_float .ltx_caption { + text-align: justify; + text-justify: inter-word; + hyphens: auto; + border-top: solid var(--border-color); + border-bottom: solid var(--border-color); + border-width: .1rem; + margin-top: .2rem; + margin-bottom: .2rem; + padding-top: .2rem; + padding-bottom: .2rem +} + +.ltx_rule { + color: var(--border-color); + vertical-align: middle; + background-color: var(--border-color) !important +} + +.ltx_transformed_outer { + width: auto !important; + height: auto !important +} + +.ltx_figure>.ltx_inline-block>.ltx_transformed_inner, +.ltx_figure>.ltx_transformed_outer>.ltx_transformed_inner, +.ltx_table>.ltx_inline-block>.ltx_transformed_inner, +.ltx_table>.ltx_transformed_outer>.ltx_transformed_inner, +.ltx_tr:only-child>.ltx_td:only-child>.ltx_inline-block>.ltx_transformed_inner, +.ltx_tr:only-child>.ltx_td:only-child>.ltx_p:only-child>.ltx_inline-block>.ltx_transformed_inner, +.ltx_tr:only-child>.ltx_td:only-child>.ltx_p:only-child>.ltx_transformed_outer>.ltx_transformed_inner, +.ltx_tr:only-child>.ltx_td:only-child>.ltx_transformed_outer>.ltx_transformed_inner { + transform: none !important +} + +span.ltx_transformed_inner { + display: inline-block +} + +.ltx_transformed_inner>.ltx_p { + margin: 0; + padding: 0 +} + +.ltx_eqn_cell>.ltx_transformed_outer>.ltx_transformed_inner, +.ltx_flex_cell>.ltx_transformed_outer>.ltx_transformed_inner { + transform: none !important +} + +.ltx_phantom { + visibility: hidden +} + +.ltx_font_serif { + font-family: var(--text-font-family) +} + +.ltx_font_sansserif { + font-family: var(--headings-font-family) +} + +.ltx_font_typewriter { + font-family: var(--code-font-family) +} + +.ltx_font_bold { + font-weight: 700 +} + +.ltx_font_medium { + font-weight: 400 +} + +.ltx_font_italic { + font-style: italic; + font-variant: discretionary-ligatures +} + +.ltx_font_upright { + font-style: normal; + font-variant: normal +} + +.ltx_font_slanted { + font-style: oblique; + font-variant: discretionary-ligatures +} + +.ltx_font_smallcaps { + font-variant: small-caps; + font-style: normal +} + +.ltx_font_mathcaligraphic { + font-family: var(--math-caligraphic-font-family) +} + +.ltx_eqn_div { + display: block; + width: 95%; + text-align: center +} + +.ltx_eqn_table { + display: table; + width: 100%; + border-collapse: collapse; + margin: .65rem auto .65rem +} + +.ltx_eqn_row { + display: table-row +} + +.ltx_eqn_cell { + display: table-cell; + width: auto; + padding-top: .3rem; + padding-bottom: .3rem; + padding-right: .2rem; + padding-left: .2rem +} + +.ltx_eqn_cell.ltx_eqn_eqno { + width: 3em; + white-space: nowrap +} + +.ltx_tag.ltx_tag_equation, +.ltx_tag.ltx_tag_equationgroup { + font-size: .9em +} + +table.ltx_eqn_align tr.ltx_equation td.ltx_align_center+td.ltx_align_center, +table.ltx_eqn_align tr.ltx_equation td.ltx_align_center+td.ltx_align_right, +table.ltx_eqn_align tr.ltx_equation td.ltx_align_left+td.ltx_align_center, +table.ltx_eqn_align tr.ltx_equation td.ltx_align_left+td.ltx_align_right { + padding-left: 3em +} + +table.ltx_eqn_eqnarray tr.ltx_eqn_lefteqn+tr td.ltx_align_right { + min-width: 2em +} + +.ltx_eqn_eqno.ltx_align_right .ltx_tag { + float: right +} + +.ltx_eqn_center_padleft, +.ltx_eqn_center_padright { + width: 50%; + min-width: 2em +} + +.ltx_eqn_left_padleft, +.ltx_eqn_right_padright { + min-width: 2em +} + +.ltx_eqn_left_padright, +.ltx_eqn_right_padleft { + width: 100% +} + +.ltx_description, +.ltx_enumerate, +.ltx_itemize { + display: block +} + +.ltx_item>.ltx_para>.ltx_description, +.ltx_item>.ltx_para>.ltx_enumerate, +.ltx_item>.ltx_para>.ltx_itemize { + margin-top: .5rem; + margin-left: .5rem +} + +.ltx_description .ltx_item, +.ltx_enumerate .ltx_item, +.ltx_itemize .ltx_item { + display: list-item +} + +li.ltx_item>.ltx_tag { + display: inline; + margin-left: -2.5rem; + padding-right: .5rem; + text-align: right +} + +.ltx_item .ltx_tag+.ltx_para, +.ltx_item .ltx_tag+.ltx_para .ltx_p { + display: inline +} + +.ltx_item .ltx_para { + margin-bottom: 0; + display: inline +} + +.ltx_item+.ltx_item { + margin-top: 1em +} + +dd.ltx_item+dt.ltx_item { + margin-top: 0 +} + +dl.ltx_description { + list-style-type: none +} + +dl.ltx_description dt { + margin-right: .5em; + float: left; + font-weight: 700; + font-size: 95% +} + +dl.ltx_description dd.ltx_item { + margin-left: 3em; + text-indent: 0 +} + +dl.ltx_description dl.ltx_description dd { + margin-left: 3em; + margin-bottom: .75em +} + +.ltx_table .ltx_description, +.ltx_table .ltx_enumerate, +.ltx_table .ltx_itemize { + text-align: justify; + text-justify: inter-word; + hyphens: auto; + font-family: var(--text-font-family); + line-height: 1.5rem +} + +.ltx_tabular { + display: inline-table; + border-collapse: collapse +} + +.ltx_tabular.ltx_centering { + display: table; + margin-left: auto; + margin-right: auto +} + +.ltx_graphics.ltx_centering, +.ltx_picture.ltx_centering { + margin-left: auto; + margin-right: auto; + text-align: center +} + +.ltx_picture.ltx_centering { + vertical-align: middle +} + +.ltx_tbody, +.ltx_tfoot, +.ltx_thead { + display: table-row-group +} + +.ltx_tr { + display: table-row +} + +.ltx_td, +.ltx_th { + display: table-cell +} + +.ltx_framed { + border: .063rem solid var(--border-color) +} + +.ltx_tabular .ltx_td, +.ltx_tabular .ltx_th { + padding: .1em .5em; + max-width: var(--main-width); + word-wrap: break-word; + white-space: normal +} + +.ltx_tabular .ltx_th.ltx_th_column { + white-space: nowrap +} + +.ltx_border_t { + border-top: .063rem solid var(--border-color) +} + +.ltx_border_r { + border-right: .063rem solid var(--border-color) +} + +.ltx_border_b { + border-bottom: .063rem solid var(--border-color) +} + +.ltx_border_l { + border-left: .063rem solid var(--border-color) +} + +.ltx_border_tt { + border-top: .188rem double var(--border-color) +} + +.ltx_border_rr { + border-right: .188rem double var(--border-color) +} + +.ltx_border_bb { + border-bottom: .188rem double var(--border-color) +} + +.ltx_border_ll { + border-left: .188rem double var(--border-color) +} + +.ltx_border_T { + border-top: .063rem solid var(--border-light-color) +} + +.ltx_border_R { + border-right: .063rem solid var(--border-light-color) +} + +.ltx_border_B { + border-bottom: .063rem solid var(--border-light-color) +} + +.ltx_border_L { + border-left: .063rem solid var(--border-light-color) +} + +.ltx_framed_bottom:not(:empty), +.ltx_framed_left:not(:empty), +.ltx_framed_rectangle:not(:empty), +.ltx_framed_right:not(:empty), +.ltx_framed_top:not(:empty), +.ltx_framed_topbottom:not(:empty), +.ltx_framed_underline:not(:empty) { + display: inline-block +} + +.ltx_framed_rectangle { + border-style: solid; + border-width: .063rem; + padding-left: .3rem; + padding-right: .3rem +} + +.ltx_framed_top { + border-top-style: solid; + border-top-width: .063rem +} + +.ltx_framed_left { + border-left-style: solid; + border-left-width: .063rem +} + +.ltx_framed_right { + border-right-style: solid; + border-right-width: .063rem +} + +.ltx_framed_bottom, +.ltx_framed_underline { + border-bottom-style: solid; + border-bottom-width: .063rem +} + +.ltx_framed_topbottom { + border-top-style: solid; + border-top-width: .063rem; + border-bottom-style: solid; + border-bottom-width: .063rem +} + +.ltx_framed_leftright { + border-left-style: solid; + border-left-width: .063rem; + border-right-style: solid; + border-right-width: .063rem +} + +.ltx_verbatim { + text-align: left; + font-size: 90% +} + +.ltx_tag_note { + display: none +} + +.ltx_ERROR, +.ltx_FATAL, +.ltx_INFO, +.ltx_WARNING { + text-align: left; + display: inline +} + +.ltx_INFO { + color: var(--info-text-color) +} + +.ltx_WARNING { + color: var(--warning-text-color) +} + +.ltx_ERROR { + font-weight: 400; + color: var(--error-text-color) +} + +.ltx_FATAL { + font-weight: 400; + color: var(--fatal-text-color) +} + +.ltx_rdf { + display: none +} + +.ltx_missing, +.ltx_nounicode { + color: var(--error-text-color) +} + +.ltx_missing_label { + color: var(--warning-text-color) +} + +merror.ltx_ERROR { + font-size: .75rem; + background-color: var(--background-color) +} + +mjx-merror { + background-color: var(--background-color) !important +} + +/*# sourceMappingURL=/sm/e4b1c02825ec8521f7b23a50602819ffb5e41a95c8a3b268c1e80f8203ab4536.map */ \ No newline at end of file diff --git a/essay/2404_13033v1/resource/bootstrap.bundle.min.js b/essay/2404_13033v1/resource/bootstrap.bundle.min.js new file mode 100644 index 0000000..fe19d88 --- /dev/null +++ b/essay/2404_13033v1/resource/bootstrap.bundle.min.js @@ -0,0 +1,7 @@ +/*! + * Bootstrap v5.3.0 (https://getbootstrap.com/) + * Copyright 2011-2023 The Bootstrap Authors (https://github.com/twbs/bootstrap/graphs/contributors) + * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE) + */ +!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?module.exports=e():"function"==typeof define&&define.amd?define(e):(t="undefined"!=typeof globalThis?globalThis:t||self).bootstrap=e()}(this,(function(){"use strict";const t=new Map,e={set(e,i,n){t.has(e)||t.set(e,new Map);const s=t.get(e);s.has(i)||0===s.size?s.set(i,n):console.error(`Bootstrap doesn't allow more than one instance per element. 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m?m(Object.assign({},e.rects,{placement:e.placement})):m,O="number"==typeof C?{mainAxis:C,altAxis:C}:Object.assign({mainAxis:0,altAxis:0},C),x=e.modifiersData.offset?e.modifiersData.offset[e.placement]:null,k={x:0,y:0};if(A){if(o){var L,S="y"===y?pt:_t,D="y"===y?mt:gt,I="y"===y?"height":"width",N=A[y],P=N+g[S],M=N-g[D],j=f?-T[I]/2:0,F=b===yt?E[I]:T[I],H=b===yt?-T[I]:-E[I],$=e.elements.arrow,W=f&&$?Gt($):{width:0,height:0},B=e.modifiersData["arrow#persistent"]?e.modifiersData["arrow#persistent"].padding:{top:0,right:0,bottom:0,left:0},z=B[S],R=B[D],q=re(0,E[I],W[I]),V=v?E[I]/2-j-q-z-O.mainAxis:F-q-z-O.mainAxis,K=v?-E[I]/2+j+q+R+O.mainAxis:H+q+R+O.mainAxis,Q=e.elements.arrow&&se(e.elements.arrow),X=Q?"y"===y?Q.clientTop||0:Q.clientLeft||0:0,Y=null!=(L=null==x?void 0:x[y])?L:0,U=N+K-Y,G=re(f?Kt(P,N+V-Y-X):P,N,f?Vt(M,U):M);A[y]=G,k[y]=G-N}if(a){var J,Z="x"===y?pt:_t,tt="x"===y?mt:gt,et=A[w],it="y"===w?"height":"width",nt=et+g[Z],st=et-g[tt],ot=-1!==[pt,_t].indexOf(_),rt=null!=(J=null==x?void 0:x[w])?J:0,at=ot?nt:et-E[it]-T[it]-rt+O.altAxis,lt=ot?et+E[it]+T[it]-rt-O.altAxis:st,ct=f&&ot?function(t,e,i){var n=re(t,e,i);return n>i?i:n}(at,et,lt):re(f?at:nt,et,f?lt:st);A[w]=ct,k[w]=ct-et}e.modifiersData[n]=k}},requiresIfExists:["offset"]};function Fe(t,e,i){void 0===i&&(i=!1);var n,s,o=Bt(e),r=Bt(e)&&function(t){var e=t.getBoundingClientRect(),i=Qt(e.width)/t.offsetWidth||1,n=Qt(e.height)/t.offsetHeight||1;return 1!==i||1!==n}(e),a=ee(e),l=Ut(t,r,i),c={scrollLeft:0,scrollTop:0},h={x:0,y:0};return(o||!o&&!i)&&(("body"!==Ht(e)||Ae(a))&&(c=(n=e)!==$t(n)&&Bt(n)?{scrollLeft:(s=n).scrollLeft,scrollTop:s.scrollTop}:ye(n)),Bt(e)?((h=Ut(e,!0)).x+=e.clientLeft,h.y+=e.clientTop):a&&(h.x=we(a))),{x:l.left+c.scrollLeft-h.x,y:l.top+c.scrollTop-h.y,width:l.width,height:l.height}}function He(t){var e=new Map,i=new Set,n=[];function s(t){i.add(t.name),[].concat(t.requires||[],t.requiresIfExists||[]).forEach((function(t){if(!i.has(t)){var n=e.get(t);n&&s(n)}})),n.push(t)}return t.forEach((function(t){e.set(t.name,t)})),t.forEach((function(t){i.has(t.name)||s(t)})),n}var $e={placement:"bottom",modifiers:[],strategy:"absolute"};function We(){for(var t=arguments.length,e=new Array(t),i=0;iNumber.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_getPopperConfig(){const t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return(this._inNavbar||"static"===this._config.display)&&(H.setDataAttribute(this._menu,"popper","static"),t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,...g(this._config.popperConfig,[t])}}_selectMenuItem({key:t,target:e}){const i=z.find(".dropdown-menu .dropdown-item:not(.disabled):not(:disabled)",this._menu).filter((t=>a(t)));i.length&&b(i,e,t===Xe,!i.includes(e)).focus()}static jQueryInterface(t){return this.each((function(){const e=ci.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}static clearMenus(t){if(2===t.button||"keyup"===t.type&&"Tab"!==t.key)return;const e=z.find(Ze);for(const i of e){const e=ci.getInstance(i);if(!e||!1===e._config.autoClose)continue;const n=t.composedPath(),s=n.includes(e._menu);if(n.includes(e._element)||"inside"===e._config.autoClose&&!s||"outside"===e._config.autoClose&&s)continue;if(e._menu.contains(t.target)&&("keyup"===t.type&&"Tab"===t.key||/input|select|option|textarea|form/i.test(t.target.tagName)))continue;const o={relatedTarget:e._element};"click"===t.type&&(o.clickEvent=t),e._completeHide(o)}}static dataApiKeydownHandler(t){const e=/input|textarea/i.test(t.target.tagName),i="Escape"===t.key,n=[Qe,Xe].includes(t.key);if(!n&&!i)return;if(e&&!i)return;t.preventDefault();const s=this.matches(Je)?this:z.prev(this,Je)[0]||z.next(this,Je)[0]||z.findOne(Je,t.delegateTarget.parentNode),o=ci.getOrCreateInstance(s);if(n)return t.stopPropagation(),o.show(),void o._selectMenuItem(t);o._isShown()&&(t.stopPropagation(),o.hide(),s.focus())}}P.on(document,Ue,Je,ci.dataApiKeydownHandler),P.on(document,Ue,ti,ci.dataApiKeydownHandler),P.on(document,Ye,ci.clearMenus),P.on(document,"keyup.bs.dropdown.data-api",ci.clearMenus),P.on(document,Ye,Je,(function(t){t.preventDefault(),ci.getOrCreateInstance(this).toggle()})),m(ci);const hi="show",di="mousedown.bs.backdrop",ui={className:"modal-backdrop",clickCallback:null,isAnimated:!1,isVisible:!0,rootElement:"body"},fi={className:"string",clickCallback:"(function|null)",isAnimated:"boolean",isVisible:"boolean",rootElement:"(element|string)"};class pi extends ${constructor(t){super(),this._config=this._getConfig(t),this._isAppended=!1,this._element=null}static get Default(){return ui}static get DefaultType(){return fi}static get NAME(){return"backdrop"}show(t){if(!this._config.isVisible)return void g(t);this._append();const e=this._getElement();this._config.isAnimated&&d(e),e.classList.add(hi),this._emulateAnimation((()=>{g(t)}))}hide(t){this._config.isVisible?(this._getElement().classList.remove(hi),this._emulateAnimation((()=>{this.dispose(),g(t)}))):g(t)}dispose(){this._isAppended&&(P.off(this._element,di),this._element.remove(),this._isAppended=!1)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_configAfterMerge(t){return t.rootElement=r(t.rootElement),t}_append(){if(this._isAppended)return;const t=this._getElement();this._config.rootElement.append(t),P.on(t,di,(()=>{g(this._config.clickCallback)})),this._isAppended=!0}_emulateAnimation(t){_(t,this._getElement(),this._config.isAnimated)}}const mi=".bs.focustrap",gi="backward",_i={autofocus:!0,trapElement:null},bi={autofocus:"boolean",trapElement:"element"};class vi extends ${constructor(t){super(),this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}static get Default(){return _i}static get DefaultType(){return bi}static get NAME(){return"focustrap"}activate(){this._isActive||(this._config.autofocus&&this._config.trapElement.focus(),P.off(document,mi),P.on(document,"focusin.bs.focustrap",(t=>this._handleFocusin(t))),P.on(document,"keydown.tab.bs.focustrap",(t=>this._handleKeydown(t))),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,P.off(document,mi))}_handleFocusin(t){const{trapElement:e}=this._config;if(t.target===document||t.target===e||e.contains(t.target))return;const i=z.focusableChildren(e);0===i.length?e.focus():this._lastTabNavDirection===gi?i[i.length-1].focus():i[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?gi:"forward")}}const yi=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",wi=".sticky-top",Ai="padding-right",Ei="margin-right";class Ti{constructor(){this._element=document.body}getWidth(){const t=document.documentElement.clientWidth;return Math.abs(window.innerWidth-t)}hide(){const t=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,Ai,(e=>e+t)),this._setElementAttributes(yi,Ai,(e=>e+t)),this._setElementAttributes(wi,Ei,(e=>e-t))}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,Ai),this._resetElementAttributes(yi,Ai),this._resetElementAttributes(wi,Ei)}isOverflowing(){return this.getWidth()>0}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,(t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t).getPropertyValue(e);t.style.setProperty(e,`${i(Number.parseFloat(s))}px`)}))}_saveInitialAttribute(t,e){const i=t.style.getPropertyValue(e);i&&H.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,(t=>{const i=H.getDataAttribute(t,e);null!==i?(H.removeDataAttribute(t,e),t.style.setProperty(e,i)):t.style.removeProperty(e)}))}_applyManipulationCallback(t,e){if(o(t))e(t);else for(const i of z.find(t,this._element))e(i)}}const Ci=".bs.modal",Oi="hidden.bs.modal",xi="show.bs.modal",ki="modal-open",Li="show",Si="modal-static",Di={backdrop:!0,focus:!0,keyboard:!0},Ii={backdrop:"(boolean|string)",focus:"boolean",keyboard:"boolean"};class Ni extends W{constructor(t,e){super(t,e),this._dialog=z.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._isTransitioning=!1,this._scrollBar=new Ti,this._addEventListeners()}static get Default(){return Di}static get DefaultType(){return Ii}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||P.trigger(this._element,xi,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isTransitioning=!0,this._scrollBar.hide(),document.body.classList.add(ki),this._adjustDialog(),this._backdrop.show((()=>this._showElement(t))))}hide(){this._isShown&&!this._isTransitioning&&(P.trigger(this._element,"hide.bs.modal").defaultPrevented||(this._isShown=!1,this._isTransitioning=!0,this._focustrap.deactivate(),this._element.classList.remove(Li),this._queueCallback((()=>this._hideModal()),this._element,this._isAnimated())))}dispose(){P.off(window,Ci),P.off(this._dialog,Ci),this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new pi({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new vi({trapElement:this._element})}_showElement(t){document.body.contains(this._element)||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0;const e=z.findOne(".modal-body",this._dialog);e&&(e.scrollTop=0),d(this._element),this._element.classList.add(Li),this._queueCallback((()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,P.trigger(this._element,"shown.bs.modal",{relatedTarget:t})}),this._dialog,this._isAnimated())}_addEventListeners(){P.on(this._element,"keydown.dismiss.bs.modal",(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():this._triggerBackdropTransition())})),P.on(window,"resize.bs.modal",(()=>{this._isShown&&!this._isTransitioning&&this._adjustDialog()})),P.on(this._element,"mousedown.dismiss.bs.modal",(t=>{P.one(this._element,"click.dismiss.bs.modal",(e=>{this._element===t.target&&this._element===e.target&&("static"!==this._config.backdrop?this._config.backdrop&&this.hide():this._triggerBackdropTransition())}))}))}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide((()=>{document.body.classList.remove(ki),this._resetAdjustments(),this._scrollBar.reset(),P.trigger(this._element,Oi)}))}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(P.trigger(this._element,"hidePrevented.bs.modal").defaultPrevented)return;const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._element.style.overflowY;"hidden"===e||this._element.classList.contains(Si)||(t||(this._element.style.overflowY="hidden"),this._element.classList.add(Si),this._queueCallback((()=>{this._element.classList.remove(Si),this._queueCallback((()=>{this._element.style.overflowY=e}),this._dialog)}),this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;if(i&&!t){const t=p()?"paddingLeft":"paddingRight";this._element.style[t]=`${e}px`}if(!i&&t){const t=p()?"paddingRight":"paddingLeft";this._element.style[t]=`${e}px`}}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=Ni.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}P.on(document,"click.bs.modal.data-api",'[data-bs-toggle="modal"]',(function(t){const e=z.getElementFromSelector(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),P.one(e,xi,(t=>{t.defaultPrevented||P.one(e,Oi,(()=>{a(this)&&this.focus()}))}));const i=z.findOne(".modal.show");i&&Ni.getInstance(i).hide(),Ni.getOrCreateInstance(e).toggle(this)})),R(Ni),m(Ni);const Pi="show",Mi="showing",ji="hiding",Fi=".offcanvas.show",Hi="hidePrevented.bs.offcanvas",$i="hidden.bs.offcanvas",Wi={backdrop:!0,keyboard:!0,scroll:!1},Bi={backdrop:"(boolean|string)",keyboard:"boolean",scroll:"boolean"};class zi extends W{constructor(t,e){super(t,e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get Default(){return Wi}static get DefaultType(){return Bi}static get NAME(){return"offcanvas"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||P.trigger(this._element,"show.bs.offcanvas",{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._backdrop.show(),this._config.scroll||(new Ti).hide(),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add(Mi),this._queueCallback((()=>{this._config.scroll&&!this._config.backdrop||this._focustrap.activate(),this._element.classList.add(Pi),this._element.classList.remove(Mi),P.trigger(this._element,"shown.bs.offcanvas",{relatedTarget:t})}),this._element,!0))}hide(){this._isShown&&(P.trigger(this._element,"hide.bs.offcanvas").defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.add(ji),this._backdrop.hide(),this._queueCallback((()=>{this._element.classList.remove(Pi,ji),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._config.scroll||(new Ti).reset(),P.trigger(this._element,$i)}),this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_initializeBackDrop(){const t=Boolean(this._config.backdrop);return new pi({className:"offcanvas-backdrop",isVisible:t,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:t?()=>{"static"!==this._config.backdrop?this.hide():P.trigger(this._element,Hi)}:null})}_initializeFocusTrap(){return new vi({trapElement:this._element})}_addEventListeners(){P.on(this._element,"keydown.dismiss.bs.offcanvas",(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():P.trigger(this._element,Hi))}))}static jQueryInterface(t){return this.each((function(){const e=zi.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}P.on(document,"click.bs.offcanvas.data-api",'[data-bs-toggle="offcanvas"]',(function(t){const e=z.getElementFromSelector(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),l(this))return;P.one(e,$i,(()=>{a(this)&&this.focus()}));const i=z.findOne(Fi);i&&i!==e&&zi.getInstance(i).hide(),zi.getOrCreateInstance(e).toggle(this)})),P.on(window,"load.bs.offcanvas.data-api",(()=>{for(const t of z.find(Fi))zi.getOrCreateInstance(t).show()})),P.on(window,"resize.bs.offcanvas",(()=>{for(const t of z.find("[aria-modal][class*=show][class*=offcanvas-]"))"fixed"!==getComputedStyle(t).position&&zi.getOrCreateInstance(t).hide()})),R(zi),m(zi);const Ri={"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],div:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},qi=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Vi=/^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i,Ki=(t,e)=>{const i=t.nodeName.toLowerCase();return e.includes(i)?!qi.has(i)||Boolean(Vi.test(t.nodeValue)):e.filter((t=>t instanceof RegExp)).some((t=>t.test(i)))},Qi={allowList:Ri,content:{},extraClass:"",html:!1,sanitize:!0,sanitizeFn:null,template:"
"},Xi={allowList:"object",content:"object",extraClass:"(string|function)",html:"boolean",sanitize:"boolean",sanitizeFn:"(null|function)",template:"string"},Yi={entry:"(string|element|function|null)",selector:"(string|element)"};class Ui extends ${constructor(t){super(),this._config=this._getConfig(t)}static get Default(){return Qi}static get DefaultType(){return Xi}static get NAME(){return"TemplateFactory"}getContent(){return Object.values(this._config.content).map((t=>this._resolvePossibleFunction(t))).filter(Boolean)}hasContent(){return this.getContent().length>0}changeContent(t){return this._checkContent(t),this._config.content={...this._config.content,...t},this}toHtml(){const t=document.createElement("div");t.innerHTML=this._maybeSanitize(this._config.template);for(const[e,i]of Object.entries(this._config.content))this._setContent(t,i,e);const e=t.children[0],i=this._resolvePossibleFunction(this._config.extraClass);return i&&e.classList.add(...i.split(" ")),e}_typeCheckConfig(t){super._typeCheckConfig(t),this._checkContent(t.content)}_checkContent(t){for(const[e,i]of Object.entries(t))super._typeCheckConfig({selector:e,entry:i},Yi)}_setContent(t,e,i){const n=z.findOne(i,t);n&&((e=this._resolvePossibleFunction(e))?o(e)?this._putElementInTemplate(r(e),n):this._config.html?n.innerHTML=this._maybeSanitize(e):n.textContent=e:n.remove())}_maybeSanitize(t){return this._config.sanitize?function(t,e,i){if(!t.length)return t;if(i&&"function"==typeof i)return i(t);const n=(new window.DOMParser).parseFromString(t,"text/html"),s=[].concat(...n.body.querySelectorAll("*"));for(const t of s){const i=t.nodeName.toLowerCase();if(!Object.keys(e).includes(i)){t.remove();continue}const n=[].concat(...t.attributes),s=[].concat(e["*"]||[],e[i]||[]);for(const e of n)Ki(e,s)||t.removeAttribute(e.nodeName)}return n.body.innerHTML}(t,this._config.allowList,this._config.sanitizeFn):t}_resolvePossibleFunction(t){return g(t,[this])}_putElementInTemplate(t,e){if(this._config.html)return e.innerHTML="",void e.append(t);e.textContent=t.textContent}}const Gi=new Set(["sanitize","allowList","sanitizeFn"]),Ji="fade",Zi="show",tn=".modal",en="hide.bs.modal",nn="hover",sn="focus",on={AUTO:"auto",TOP:"top",RIGHT:p()?"left":"right",BOTTOM:"bottom",LEFT:p()?"right":"left"},rn={allowList:Ri,animation:!0,boundary:"clippingParents",container:!1,customClass:"",delay:0,fallbackPlacements:["top","right","bottom","left"],html:!1,offset:[0,6],placement:"top",popperConfig:null,sanitize:!0,sanitizeFn:null,selector:!1,template:'',title:"",trigger:"hover 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NAME(){return"tooltip"}enable(){this._isEnabled=!0}disable(){this._isEnabled=!1}toggleEnabled(){this._isEnabled=!this._isEnabled}toggle(){this._isEnabled&&(this._activeTrigger.click=!this._activeTrigger.click,this._isShown()?this._leave():this._enter())}dispose(){clearTimeout(this._timeout),P.off(this._element.closest(tn),en,this._hideModalHandler),this._element.getAttribute("data-bs-original-title")&&this._element.setAttribute("title",this._element.getAttribute("data-bs-original-title")),this._disposePopper(),super.dispose()}show(){if("none"===this._element.style.display)throw new Error("Please use show on visible elements");if(!this._isWithContent()||!this._isEnabled)return;const t=P.trigger(this._element,this.constructor.eventName("show")),e=(c(this._element)||this._element.ownerDocument.documentElement).contains(this._element);if(t.defaultPrevented||!e)return;this._disposePopper();const i=this._getTipElement();this._element.setAttribute("aria-describedby",i.getAttribute("id"));const{container:n}=this._config;if(this._element.ownerDocument.documentElement.contains(this.tip)||(n.append(i),P.trigger(this._element,this.constructor.eventName("inserted"))),this._popper=this._createPopper(i),i.classList.add(Zi),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))P.on(t,"mouseover",h);this._queueCallback((()=>{P.trigger(this._element,this.constructor.eventName("shown")),!1===this._isHovered&&this._leave(),this._isHovered=!1}),this.tip,this._isAnimated())}hide(){if(this._isShown()&&!P.trigger(this._element,this.constructor.eventName("hide")).defaultPrevented){if(this._getTipElement().classList.remove(Zi),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))P.off(t,"mouseover",h);this._activeTrigger.click=!1,this._activeTrigger.focus=!1,this._activeTrigger.hover=!1,this._isHovered=null,this._queueCallback((()=>{this._isWithActiveTrigger()||(this._isHovered||this._disposePopper(),this._element.removeAttribute("aria-describedby"),P.trigger(this._element,this.constructor.eventName("hidden")))}),this.tip,this._isAnimated())}}update(){this._popper&&this._popper.update()}_isWithContent(){return Boolean(this._getTitle())}_getTipElement(){return this.tip||(this.tip=this._createTipElement(this._newContent||this._getContentForTemplate())),this.tip}_createTipElement(t){const e=this._getTemplateFactory(t).toHtml();if(!e)return null;e.classList.remove(Ji,Zi),e.classList.add(`bs-${this.constructor.NAME}-auto`);const i=(t=>{do{t+=Math.floor(1e6*Math.random())}while(document.getElementById(t));return t})(this.constructor.NAME).toString();return e.setAttribute("id",i),this._isAnimated()&&e.classList.add(Ji),e}setContent(t){this._newContent=t,this._isShown()&&(this._disposePopper(),this.show())}_getTemplateFactory(t){return this._templateFactory?this._templateFactory.changeContent(t):this._templateFactory=new Ui({...this._config,content:t,extraClass:this._resolvePossibleFunction(this._config.customClass)}),this._templateFactory}_getContentForTemplate(){return{".tooltip-inner":this._getTitle()}}_getTitle(){return this._resolvePossibleFunction(this._config.title)||this._element.getAttribute("data-bs-original-title")}_initializeOnDelegatedTarget(t){return this.constructor.getOrCreateInstance(t.delegateTarget,this._getDelegateConfig())}_isAnimated(){return this._config.animation||this.tip&&this.tip.classList.contains(Ji)}_isShown(){return this.tip&&this.tip.classList.contains(Zi)}_createPopper(t){const e=g(this._config.placement,[this,t,this._element]),i=on[e.toUpperCase()];return 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t=this._element.getAttribute("title");t&&(this._element.getAttribute("aria-label")||this._element.textContent.trim()||this._element.setAttribute("aria-label",t),this._element.setAttribute("data-bs-original-title",t),this._element.removeAttribute("title"))}_enter(){this._isShown()||this._isHovered?this._isHovered=!0:(this._isHovered=!0,this._setTimeout((()=>{this._isHovered&&this.show()}),this._config.delay.show))}_leave(){this._isWithActiveTrigger()||(this._isHovered=!1,this._setTimeout((()=>{this._isHovered||this.hide()}),this._config.delay.hide))}_setTimeout(t,e){clearTimeout(this._timeout),this._timeout=setTimeout(t,e)}_isWithActiveTrigger(){return Object.values(this._activeTrigger).includes(!0)}_getConfig(t){const e=H.getDataAttributes(this._element);for(const t of Object.keys(e))Gi.has(t)&&delete e[t];return t={...e,..."object"==typeof t&&t?t:{}},t=this._mergeConfigObj(t),t=this._configAfterMerge(t),this._typeCheckConfig(t),t}_configAfterMerge(t){return t.container=!1===t.container?document.body:r(t.container),"number"==typeof t.delay&&(t.delay={show:t.delay,hide:t.delay}),"number"==typeof t.title&&(t.title=t.title.toString()),"number"==typeof t.content&&(t.content=t.content.toString()),t}_getDelegateConfig(){const t={};for(const[e,i]of Object.entries(this._config))this.constructor.Default[e]!==i&&(t[e]=i);return t.selector=!1,t.trigger="manual",t}_disposePopper(){this._popper&&(this._popper.destroy(),this._popper=null),this.tip&&(this.tip.remove(),this.tip=null)}static jQueryInterface(t){return this.each((function(){const e=ln.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}m(ln);const cn={...ln.Default,content:"",offset:[0,8],placement:"right",template:'',trigger:"click"},hn={...ln.DefaultType,content:"(null|string|element|function)"};class dn extends ln{static get Default(){return cn}static get DefaultType(){return hn}static get 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Map,this._observableSections=new Map;const t=z.find(pn,this._config.target);for(const e of t){if(!e.hash||l(e))continue;const t=z.findOne(decodeURI(e.hash),this._element);a(t)&&(this._targetLinks.set(decodeURI(e.hash),e),this._observableSections.set(e.hash,t))}}_process(t){this._activeTarget!==t&&(this._clearActiveClass(this._config.target),this._activeTarget=t,t.classList.add(fn),this._activateParents(t),P.trigger(this._element,"activate.bs.scrollspy",{relatedTarget:t}))}_activateParents(t){if(t.classList.contains("dropdown-item"))z.findOne(".dropdown-toggle",t.closest(".dropdown")).classList.add(fn);else for(const e of z.parents(t,".nav, .list-group"))for(const t of z.prev(e,".nav-link, .nav-item > .nav-link, .list-group-item"))t.classList.add(fn)}_clearActiveClass(t){t.classList.remove(fn);const e=z.find("[href].active",t);for(const t of e)t.classList.remove(fn)}static jQueryInterface(t){return this.each((function(){const e=_n.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}))}}P.on(window,"load.bs.scrollspy.data-api",(()=>{for(const t of z.find('[data-bs-spy="scroll"]'))_n.getOrCreateInstance(t)})),m(_n);const bn="ArrowLeft",vn="ArrowRight",yn="ArrowUp",wn="ArrowDown",An="active",En="fade",Tn="show",Cn='[data-bs-toggle="tab"], [data-bs-toggle="pill"], [data-bs-toggle="list"]',On=`.nav-link:not(.dropdown-toggle), .list-group-item:not(.dropdown-toggle), [role="tab"]:not(.dropdown-toggle), ${Cn}`;class xn extends W{constructor(t){super(t),this._parent=this._element.closest('.list-group, .nav, [role="tablist"]'),this._parent&&(this._setInitialAttributes(this._parent,this._getChildren()),P.on(this._element,"keydown.bs.tab",(t=>this._keydown(t))))}static get NAME(){return"tab"}show(){const t=this._element;if(this._elemIsActive(t))return;const 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e=[vn,wn].includes(t.key),i=b(this._getChildren().filter((t=>!l(t))),t.target,e,!0);i&&(i.focus({preventScroll:!0}),xn.getOrCreateInstance(i).show())}_getChildren(){return z.find(On,this._parent)}_getActiveElem(){return this._getChildren().find((t=>this._elemIsActive(t)))||null}_setInitialAttributes(t,e){this._setAttributeIfNotExists(t,"role","tablist");for(const t of e)this._setInitialAttributesOnChild(t)}_setInitialAttributesOnChild(t){t=this._getInnerElement(t);const e=this._elemIsActive(t),i=this._getOuterElement(t);t.setAttribute("aria-selected",e),i!==t&&this._setAttributeIfNotExists(i,"role","presentation"),e||t.setAttribute("tabindex","-1"),this._setAttributeIfNotExists(t,"role","tab"),this._setInitialAttributesOnTargetPanel(t)}_setInitialAttributesOnTargetPanel(t){const e=z.getElementFromSelector(t);e&&(this._setAttributeIfNotExists(e,"role","tabpanel"),t.id&&this._setAttributeIfNotExists(e,"aria-labelledby",`${t.id}`))}_toggleDropDown(t,e){const i=this._getOuterElement(t);if(!i.classList.contains("dropdown"))return;const n=(t,n)=>{const s=z.findOne(t,i);s&&s.classList.toggle(n,e)};n(".dropdown-toggle",An),n(".dropdown-menu",Tn),i.setAttribute("aria-expanded",e)}_setAttributeIfNotExists(t,e,i){t.hasAttribute(e)||t.setAttribute(e,i)}_elemIsActive(t){return t.classList.contains(An)}_getInnerElement(t){return t.matches(On)?t:z.findOne(On,t)}_getOuterElement(t){return t.closest(".nav-item, .list-group-item")||t}static jQueryInterface(t){return this.each((function(){const e=xn.getOrCreateInstance(this);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}))}}P.on(document,"click.bs.tab",Cn,(function(t){["A","AREA"].includes(this.tagName)&&t.preventDefault(),l(this)||xn.getOrCreateInstance(this).show()})),P.on(window,"load.bs.tab",(()=>{for(const t of z.find('.active[data-bs-toggle="tab"], .active[data-bs-toggle="pill"], 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NAME(){return"toast"}show(){P.trigger(this._element,"show.bs.toast").defaultPrevented||(this._clearTimeout(),this._config.animation&&this._element.classList.add("fade"),this._element.classList.remove(kn),d(this._element),this._element.classList.add(Ln,Sn),this._queueCallback((()=>{this._element.classList.remove(Sn),P.trigger(this._element,"shown.bs.toast"),this._maybeScheduleHide()}),this._element,this._config.animation))}hide(){this.isShown()&&(P.trigger(this._element,"hide.bs.toast").defaultPrevented||(this._element.classList.add(Sn),this._queueCallback((()=>{this._element.classList.add(kn),this._element.classList.remove(Sn,Ln),P.trigger(this._element,"hidden.bs.toast")}),this._element,this._config.animation)))}dispose(){this._clearTimeout(),this.isShown()&&this._element.classList.remove(Ln),super.dispose()}isShown(){return this._element.classList.contains(Ln)}_maybeScheduleHide(){this._config.autohide&&(this._hasMouseInteraction||this._hasKeyboardInteraction||(this._timeout=setTimeout((()=>{this.hide()}),this._config.delay)))}_onInteraction(t,e){switch(t.type){case"mouseover":case"mouseout":this._hasMouseInteraction=e;break;case"focusin":case"focusout":this._hasKeyboardInteraction=e}if(e)return void this._clearTimeout();const i=t.relatedTarget;this._element===i||this._element.contains(i)||this._maybeScheduleHide()}_setListeners(){P.on(this._element,"mouseover.bs.toast",(t=>this._onInteraction(t,!0))),P.on(this._element,"mouseout.bs.toast",(t=>this._onInteraction(t,!1))),P.on(this._element,"focusin.bs.toast",(t=>this._onInteraction(t,!0))),P.on(this._element,"focusout.bs.toast",(t=>this._onInteraction(t,!1)))}_clearTimeout(){clearTimeout(this._timeout),this._timeout=null}static jQueryInterface(t){return this.each((function(){const e=Nn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 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0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-focus-border-color:#86b7fe;--bs-accordion-btn-focus-box-shadow:0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-accordion-body-padding-x:1.25rem;--bs-accordion-body-padding-y:1rem;--bs-accordion-active-color:var(--bs-primary-text-emphasis);--bs-accordion-active-bg:var(--bs-primary-bg-subtle)}.accordion-button{position:relative;display:flex;align-items:center;width:100%;padding:var(--bs-accordion-btn-padding-y) var(--bs-accordion-btn-padding-x);font-size:1rem;color:var(--bs-accordion-btn-color);text-align:left;background-color:var(--bs-accordion-btn-bg);border:0;border-radius:0;overflow-anchor:none;transition:var(--bs-accordion-transition)}@media (prefers-reduced-motion:reduce){.accordion-button{transition:none}}.accordion-button:not(.collapsed){color:var(--bs-accordion-active-color);background-color:var(--bs-accordion-active-bg);box-shadow:inset 0 calc(-1 * var(--bs-accordion-border-width)) 0 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"/")}.breadcrumb-item.active{color:var(--bs-breadcrumb-item-active-color)}.pagination{--bs-pagination-padding-x:0.75rem;--bs-pagination-padding-y:0.375rem;--bs-pagination-font-size:1rem;--bs-pagination-color:var(--bs-link-color);--bs-pagination-bg:var(--bs-body-bg);--bs-pagination-border-width:var(--bs-border-width);--bs-pagination-border-color:var(--bs-border-color);--bs-pagination-border-radius:var(--bs-border-radius);--bs-pagination-hover-color:var(--bs-link-hover-color);--bs-pagination-hover-bg:var(--bs-tertiary-bg);--bs-pagination-hover-border-color:var(--bs-border-color);--bs-pagination-focus-color:var(--bs-link-hover-color);--bs-pagination-focus-bg:var(--bs-secondary-bg);--bs-pagination-focus-box-shadow:0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-pagination-active-color:#fff;--bs-pagination-active-bg:#0d6efd;--bs-pagination-active-border-color:#0d6efd;--bs-pagination-disabled-color:var(--bs-secondary-color);--bs-pagination-disabled-bg:var(--bs-secondary-bg);--bs-pagination-disabled-border-color:var(--bs-border-color);display:flex;padding-left:0;list-style:none}.page-link{position:relative;display:block;padding:var(--bs-pagination-padding-y) var(--bs-pagination-padding-x);font-size:var(--bs-pagination-font-size);color:var(--bs-pagination-color);text-decoration:none;background-color:var(--bs-pagination-bg);border:var(--bs-pagination-border-width) solid var(--bs-pagination-border-color);transition:color .15s ease-in-out,background-color .15s ease-in-out,border-color .15s ease-in-out,box-shadow .15s ease-in-out}@media 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.page-link{border-top-left-radius:var(--bs-pagination-border-radius);border-bottom-left-radius:var(--bs-pagination-border-radius)}.page-item:last-child .page-link{border-top-right-radius:var(--bs-pagination-border-radius);border-bottom-right-radius:var(--bs-pagination-border-radius)}.pagination-lg{--bs-pagination-padding-x:1.5rem;--bs-pagination-padding-y:0.75rem;--bs-pagination-font-size:1.25rem;--bs-pagination-border-radius:var(--bs-border-radius-lg)}.pagination-sm{--bs-pagination-padding-x:0.5rem;--bs-pagination-padding-y:0.25rem;--bs-pagination-font-size:0.875rem;--bs-pagination-border-radius:var(--bs-border-radius-sm)}.badge{--bs-badge-padding-x:0.65em;--bs-badge-padding-y:0.35em;--bs-badge-font-size:0.75em;--bs-badge-font-weight:700;--bs-badge-color:#fff;--bs-badge-border-radius:var(--bs-border-radius);display:inline-block;padding:var(--bs-badge-padding-y) var(--bs-badge-padding-x);font-size:var(--bs-badge-font-size);font-weight:var(--bs-badge-font-weight);line-height:1;color:var(--bs-badge-color);text-align:center;white-space:nowrap;vertical-align:baseline;border-radius:var(--bs-badge-border-radius)}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.alert{--bs-alert-bg:transparent;--bs-alert-padding-x:1rem;--bs-alert-padding-y:1rem;--bs-alert-margin-bottom:1rem;--bs-alert-color:inherit;--bs-alert-border-color:transparent;--bs-alert-border:var(--bs-border-width) solid var(--bs-alert-border-color);--bs-alert-border-radius:var(--bs-border-radius);--bs-alert-link-color:inherit;position:relative;padding:var(--bs-alert-padding-y) 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1rem}.alert-primary{--bs-alert-color:var(--bs-primary-text-emphasis);--bs-alert-bg:var(--bs-primary-bg-subtle);--bs-alert-border-color:var(--bs-primary-border-subtle);--bs-alert-link-color:var(--bs-primary-text-emphasis)}.alert-secondary{--bs-alert-color:var(--bs-secondary-text-emphasis);--bs-alert-bg:var(--bs-secondary-bg-subtle);--bs-alert-border-color:var(--bs-secondary-border-subtle);--bs-alert-link-color:var(--bs-secondary-text-emphasis)}.alert-success{--bs-alert-color:var(--bs-success-text-emphasis);--bs-alert-bg:var(--bs-success-bg-subtle);--bs-alert-border-color:var(--bs-success-border-subtle);--bs-alert-link-color:var(--bs-success-text-emphasis)}.alert-info{--bs-alert-color:var(--bs-info-text-emphasis);--bs-alert-bg:var(--bs-info-bg-subtle);--bs-alert-border-color:var(--bs-info-border-subtle);--bs-alert-link-color:var(--bs-info-text-emphasis)}.alert-warning{--bs-alert-color:var(--bs-warning-text-emphasis);--bs-alert-bg:var(--bs-warning-bg-subtle);--bs-alert-border-color:var(--bs-warning-border-subtle);--bs-alert-link-color:var(--bs-warning-text-emphasis)}.alert-danger{--bs-alert-color:var(--bs-danger-text-emphasis);--bs-alert-bg:var(--bs-danger-bg-subtle);--bs-alert-border-color:var(--bs-danger-border-subtle);--bs-alert-link-color:var(--bs-danger-text-emphasis)}.alert-light{--bs-alert-color:var(--bs-light-text-emphasis);--bs-alert-bg:var(--bs-light-bg-subtle);--bs-alert-border-color:var(--bs-light-border-subtle);--bs-alert-link-color:var(--bs-light-text-emphasis)}.alert-dark{--bs-alert-color:var(--bs-dark-text-emphasis);--bs-alert-bg:var(--bs-dark-bg-subtle);--bs-alert-border-color:var(--bs-dark-border-subtle);--bs-alert-link-color:var(--bs-dark-text-emphasis)}@keyframes progress-bar-stripes{0%{background-position-x:1rem}}.progress,.progress-stacked{--bs-progress-height:1rem;--bs-progress-font-size:0.75rem;--bs-progress-bg:var(--bs-secondary-bg);--bs-progress-border-radius:var(--bs-border-radius);--bs-progress-box-shadow:var(--bs-box-shadow-inset);--bs-progress-bar-color:#fff;--bs-progress-bar-bg:#0d6efd;--bs-progress-bar-transition:width 0.6s ease;display:flex;height:var(--bs-progress-height);overflow:hidden;font-size:var(--bs-progress-font-size);background-color:var(--bs-progress-bg);border-radius:var(--bs-progress-border-radius)}.progress-bar{display:flex;flex-direction:column;justify-content:center;overflow:hidden;color:var(--bs-progress-bar-color);text-align:center;white-space:nowrap;background-color:var(--bs-progress-bar-bg);transition:var(--bs-progress-bar-transition)}@media (prefers-reduced-motion:reduce){.progress-bar{transition:none}}.progress-bar-striped{background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-size:var(--bs-progress-height) var(--bs-progress-height)}.progress-stacked>.progress{overflow:visible}.progress-stacked>.progress>.progress-bar{width:100%}.progress-bar-animated{animation:1s linear infinite progress-bar-stripes}@media 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".") 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";counter-increment:section}.list-group-item-action{width:100%;color:var(--bs-list-group-action-color);text-align:inherit}.list-group-item-action:focus,.list-group-item-action:hover{z-index:1;color:var(--bs-list-group-action-hover-color);text-decoration:none;background-color:var(--bs-list-group-action-hover-bg)}.list-group-item-action:active{color:var(--bs-list-group-action-active-color);background-color:var(--bs-list-group-action-active-bg)}.list-group-item{position:relative;display:block;padding:var(--bs-list-group-item-padding-y) var(--bs-list-group-item-padding-x);color:var(--bs-list-group-color);text-decoration:none;background-color:var(--bs-list-group-bg);border:var(--bs-list-group-border-width) solid 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var(--bs-list-group-border-width));border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal{flex-direction:row}.list-group-horizontal>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal>.list-group-item.active{margin-top:0}.list-group-horizontal>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}@media (min-width:576px){.list-group-horizontal-sm{flex-direction:row}.list-group-horizontal-sm>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-sm>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-sm>.list-group-item.active{margin-top:0}.list-group-horizontal-sm>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-sm>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media (min-width:768px){.list-group-horizontal-md{flex-direction:row}.list-group-horizontal-md>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-md>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-md>.list-group-item.active{margin-top:0}.list-group-horizontal-md>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-md>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media (min-width:992px){.list-group-horizontal-lg{flex-direction:row}.list-group-horizontal-lg>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-lg>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-lg>.list-group-item.active{margin-top:0}.list-group-horizontal-lg>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-lg>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media (min-width:1200px){.list-group-horizontal-xl{flex-direction:row}.list-group-horizontal-xl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xl>.list-group-item.active{margin-top:0}.list-group-horizontal-xl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xl>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media (min-width:1400px){.list-group-horizontal-xxl{flex-direction:row}.list-group-horizontal-xxl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xxl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xxl>.list-group-item.active{margin-top:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}.list-group-flush{border-radius:0}.list-group-flush>.list-group-item{border-width:0 0 var(--bs-list-group-border-width)}.list-group-flush>.list-group-item:last-child{border-bottom-width:0}.list-group-item-primary{--bs-list-group-color:var(--bs-primary-text-emphasis);--bs-list-group-bg:var(--bs-primary-bg-subtle);--bs-list-group-border-color:var(--bs-primary-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-primary-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-primary-border-subtle);--bs-list-group-active-color:var(--bs-primary-bg-subtle);--bs-list-group-active-bg:var(--bs-primary-text-emphasis);--bs-list-group-active-border-color:var(--bs-primary-text-emphasis)}.list-group-item-secondary{--bs-list-group-color:var(--bs-secondary-text-emphasis);--bs-list-group-bg:var(--bs-secondary-bg-subtle);--bs-list-group-border-color:var(--bs-secondary-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-secondary-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-secondary-border-subtle);--bs-list-group-active-color:var(--bs-secondary-bg-subtle);--bs-list-group-active-bg:var(--bs-secondary-text-emphasis);--bs-list-group-active-border-color:var(--bs-secondary-text-emphasis)}.list-group-item-success{--bs-list-group-color:var(--bs-success-text-emphasis);--bs-list-group-bg:var(--bs-success-bg-subtle);--bs-list-group-border-color:var(--bs-success-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-success-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-success-border-subtle);--bs-list-group-active-color:var(--bs-success-bg-subtle);--bs-list-group-active-bg:var(--bs-success-text-emphasis);--bs-list-group-active-border-color:var(--bs-success-text-emphasis)}.list-group-item-info{--bs-list-group-color:var(--bs-info-text-emphasis);--bs-list-group-bg:var(--bs-info-bg-subtle);--bs-list-group-border-color:var(--bs-info-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-info-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-info-border-subtle);--bs-list-group-active-color:var(--bs-info-bg-subtle);--bs-list-group-active-bg:var(--bs-info-text-emphasis);--bs-list-group-active-border-color:var(--bs-info-text-emphasis)}.list-group-item-warning{--bs-list-group-color:var(--bs-warning-text-emphasis);--bs-list-group-bg:var(--bs-warning-bg-subtle);--bs-list-group-border-color:var(--bs-warning-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-warning-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-warning-border-subtle);--bs-list-group-active-color:var(--bs-warning-bg-subtle);--bs-list-group-active-bg:var(--bs-warning-text-emphasis);--bs-list-group-active-border-color:var(--bs-warning-text-emphasis)}.list-group-item-danger{--bs-list-group-color:var(--bs-danger-text-emphasis);--bs-list-group-bg:var(--bs-danger-bg-subtle);--bs-list-group-border-color:var(--bs-danger-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-danger-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-danger-border-subtle);--bs-list-group-active-color:var(--bs-danger-bg-subtle);--bs-list-group-active-bg:var(--bs-danger-text-emphasis);--bs-list-group-active-border-color:var(--bs-danger-text-emphasis)}.list-group-item-light{--bs-list-group-color:var(--bs-light-text-emphasis);--bs-list-group-bg:var(--bs-light-bg-subtle);--bs-list-group-border-color:var(--bs-light-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-light-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-light-border-subtle);--bs-list-group-active-color:var(--bs-light-bg-subtle);--bs-list-group-active-bg:var(--bs-light-text-emphasis);--bs-list-group-active-border-color:var(--bs-light-text-emphasis)}.list-group-item-dark{--bs-list-group-color:var(--bs-dark-text-emphasis);--bs-list-group-bg:var(--bs-dark-bg-subtle);--bs-list-group-border-color:var(--bs-dark-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-dark-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-dark-border-subtle);--bs-list-group-active-color:var(--bs-dark-bg-subtle);--bs-list-group-active-bg:var(--bs-dark-text-emphasis);--bs-list-group-active-border-color:var(--bs-dark-text-emphasis)}.btn-close{--bs-btn-close-color:#000;--bs-btn-close-bg:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23000'%3e%3cpath d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/%3e%3c/svg%3e");--bs-btn-close-opacity:0.5;--bs-btn-close-hover-opacity:0.75;--bs-btn-close-focus-shadow:0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-btn-close-focus-opacity:1;--bs-btn-close-disabled-opacity:0.25;--bs-btn-close-white-filter:invert(1) grayscale(100%) brightness(200%);box-sizing:content-box;width:1em;height:1em;padding:.25em .25em;color:var(--bs-btn-close-color);background:transparent var(--bs-btn-close-bg) center/1em auto no-repeat;border:0;border-radius:.375rem;opacity:var(--bs-btn-close-opacity)}.btn-close:hover{color:var(--bs-btn-close-color);text-decoration:none;opacity:var(--bs-btn-close-hover-opacity)}.btn-close:focus{outline:0;box-shadow:var(--bs-btn-close-focus-shadow);opacity:var(--bs-btn-close-focus-opacity)}.btn-close.disabled,.btn-close:disabled{pointer-events:none;-webkit-user-select:none;-moz-user-select:none;user-select:none;opacity:var(--bs-btn-close-disabled-opacity)}.btn-close-white{filter:var(--bs-btn-close-white-filter)}[data-bs-theme=dark] .btn-close{filter:var(--bs-btn-close-white-filter)}.toast{--bs-toast-zindex:1090;--bs-toast-padding-x:0.75rem;--bs-toast-padding-y:0.5rem;--bs-toast-spacing:1.5rem;--bs-toast-max-width:350px;--bs-toast-font-size:0.875rem;--bs-toast-color: ;--bs-toast-bg:rgba(var(--bs-body-bg-rgb), 0.85);--bs-toast-border-width:var(--bs-border-width);--bs-toast-border-color:var(--bs-border-color-translucent);--bs-toast-border-radius:var(--bs-border-radius);--bs-toast-box-shadow:var(--bs-box-shadow);--bs-toast-header-color:var(--bs-secondary-color);--bs-toast-header-bg:rgba(var(--bs-body-bg-rgb), 0.85);--bs-toast-header-border-color:var(--bs-border-color-translucent);width:var(--bs-toast-max-width);max-width:100%;font-size:var(--bs-toast-font-size);color:var(--bs-toast-color);pointer-events:auto;background-color:var(--bs-toast-bg);background-clip:padding-box;border:var(--bs-toast-border-width) solid var(--bs-toast-border-color);box-shadow:var(--bs-toast-box-shadow);border-radius:var(--bs-toast-border-radius)}.toast.showing{opacity:0}.toast:not(.show){display:none}.toast-container{--bs-toast-zindex:1090;position:absolute;z-index:var(--bs-toast-zindex);width:-webkit-max-content;width:-moz-max-content;width:max-content;max-width:100%;pointer-events:none}.toast-container>:not(:last-child){margin-bottom:var(--bs-toast-spacing)}.toast-header{display:flex;align-items:center;padding:var(--bs-toast-padding-y) var(--bs-toast-padding-x);color:var(--bs-toast-header-color);background-color:var(--bs-toast-header-bg);background-clip:padding-box;border-bottom:var(--bs-toast-border-width) solid var(--bs-toast-header-border-color);border-top-left-radius:calc(var(--bs-toast-border-radius) - var(--bs-toast-border-width));border-top-right-radius:calc(var(--bs-toast-border-radius) - var(--bs-toast-border-width))}.toast-header .btn-close{margin-right:calc(-.5 * var(--bs-toast-padding-x));margin-left:var(--bs-toast-padding-x)}.toast-body{padding:var(--bs-toast-padding-x);word-wrap:break-word}.modal{--bs-modal-zindex:1055;--bs-modal-width:500px;--bs-modal-padding:1rem;--bs-modal-margin:0.5rem;--bs-modal-color: ;--bs-modal-bg:var(--bs-body-bg);--bs-modal-border-color:var(--bs-border-color-translucent);--bs-modal-border-width:var(--bs-border-width);--bs-modal-border-radius:var(--bs-border-radius-lg);--bs-modal-box-shadow:0 0.125rem 0.25rem rgba(0, 0, 0, 0.075);--bs-modal-inner-border-radius:calc(var(--bs-border-radius-lg) - (var(--bs-border-width)));--bs-modal-header-padding-x:1rem;--bs-modal-header-padding-y:1rem;--bs-modal-header-padding:1rem 1rem;--bs-modal-header-border-color:var(--bs-border-color);--bs-modal-header-border-width:var(--bs-border-width);--bs-modal-title-line-height:1.5;--bs-modal-footer-gap:0.5rem;--bs-modal-footer-bg: ;--bs-modal-footer-border-color:var(--bs-border-color);--bs-modal-footer-border-width:var(--bs-border-width);position:fixed;top:0;left:0;z-index:var(--bs-modal-zindex);display:none;width:100%;height:100%;overflow-x:hidden;overflow-y:auto;outline:0}.modal-dialog{position:relative;width:auto;margin:var(--bs-modal-margin);pointer-events:none}.modal.fade .modal-dialog{transition:transform .3s ease-out;transform:translate(0,-50px)}@media (prefers-reduced-motion:reduce){.modal.fade .modal-dialog{transition:none}}.modal.show .modal-dialog{transform:none}.modal.modal-static .modal-dialog{transform:scale(1.02)}.modal-dialog-scrollable{height:calc(100% - var(--bs-modal-margin) * 2)}.modal-dialog-scrollable .modal-content{max-height:100%;overflow:hidden}.modal-dialog-scrollable .modal-body{overflow-y:auto}.modal-dialog-centered{display:flex;align-items:center;min-height:calc(100% - var(--bs-modal-margin) * 2)}.modal-content{position:relative;display:flex;flex-direction:column;width:100%;color:var(--bs-modal-color);pointer-events:auto;background-color:var(--bs-modal-bg);background-clip:padding-box;border:var(--bs-modal-border-width) solid var(--bs-modal-border-color);border-radius:var(--bs-modal-border-radius);outline:0}.modal-backdrop{--bs-backdrop-zindex:1050;--bs-backdrop-bg:#000;--bs-backdrop-opacity:0.5;position:fixed;top:0;left:0;z-index:var(--bs-backdrop-zindex);width:100vw;height:100vh;background-color:var(--bs-backdrop-bg)}.modal-backdrop.fade{opacity:0}.modal-backdrop.show{opacity:var(--bs-backdrop-opacity)}.modal-header{display:flex;flex-shrink:0;align-items:center;justify-content:space-between;padding:var(--bs-modal-header-padding);border-bottom:var(--bs-modal-header-border-width) solid var(--bs-modal-header-border-color);border-top-left-radius:var(--bs-modal-inner-border-radius);border-top-right-radius:var(--bs-modal-inner-border-radius)}.modal-header 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0, 0.15)}.modal-dialog{max-width:var(--bs-modal-width);margin-right:auto;margin-left:auto}.modal-sm{--bs-modal-width:300px}}@media (min-width:992px){.modal-lg,.modal-xl{--bs-modal-width:800px}}@media (min-width:1200px){.modal-xl{--bs-modal-width:1140px}}.modal-fullscreen{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen .modal-footer,.modal-fullscreen .modal-header{border-radius:0}.modal-fullscreen .modal-body{overflow-y:auto}@media (max-width:575.98px){.modal-fullscreen-sm-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-sm-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-sm-down .modal-footer,.modal-fullscreen-sm-down .modal-header{border-radius:0}.modal-fullscreen-sm-down .modal-body{overflow-y:auto}}@media (max-width:767.98px){.modal-fullscreen-md-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-md-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-md-down .modal-footer,.modal-fullscreen-md-down .modal-header{border-radius:0}.modal-fullscreen-md-down .modal-body{overflow-y:auto}}@media (max-width:991.98px){.modal-fullscreen-lg-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-lg-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-lg-down .modal-footer,.modal-fullscreen-lg-down .modal-header{border-radius:0}.modal-fullscreen-lg-down .modal-body{overflow-y:auto}}@media (max-width:1199.98px){.modal-fullscreen-xl-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-xl-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-xl-down .modal-footer,.modal-fullscreen-xl-down .modal-header{border-radius:0}.modal-fullscreen-xl-down .modal-body{overflow-y:auto}}@media (max-width:1399.98px){.modal-fullscreen-xxl-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-xxl-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-xxl-down .modal-footer,.modal-fullscreen-xxl-down .modal-header{border-radius:0}.modal-fullscreen-xxl-down .modal-body{overflow-y:auto}}.tooltip{--bs-tooltip-zindex:1080;--bs-tooltip-max-width:200px;--bs-tooltip-padding-x:0.5rem;--bs-tooltip-padding-y:0.25rem;--bs-tooltip-margin: ;--bs-tooltip-font-size:0.875rem;--bs-tooltip-color:var(--bs-body-bg);--bs-tooltip-bg:var(--bs-emphasis-color);--bs-tooltip-border-radius:var(--bs-border-radius);--bs-tooltip-opacity:0.9;--bs-tooltip-arrow-width:0.8rem;--bs-tooltip-arrow-height:0.4rem;z-index:var(--bs-tooltip-zindex);display:block;margin:var(--bs-tooltip-margin);font-family:var(--bs-font-sans-serif);font-style:normal;font-weight:400;line-height:1.5;text-align:left;text-align:start;text-decoration:none;text-shadow:none;text-transform:none;letter-spacing:normal;word-break:normal;white-space:normal;word-spacing:normal;line-break:auto;font-size:var(--bs-tooltip-font-size);word-wrap:break-word;opacity:0}.tooltip.show{opacity:var(--bs-tooltip-opacity)}.tooltip .tooltip-arrow{display:block;width:var(--bs-tooltip-arrow-width);height:var(--bs-tooltip-arrow-height)}.tooltip .tooltip-arrow::before{position:absolute;content:"";border-color:transparent;border-style:solid}.bs-tooltip-auto[data-popper-placement^=top] .tooltip-arrow,.bs-tooltip-top .tooltip-arrow{bottom:calc(-1 * var(--bs-tooltip-arrow-height))}.bs-tooltip-auto[data-popper-placement^=top] .tooltip-arrow::before,.bs-tooltip-top .tooltip-arrow::before{top:-1px;border-width:var(--bs-tooltip-arrow-height) calc(var(--bs-tooltip-arrow-width) * .5) 0;border-top-color:var(--bs-tooltip-bg)}.bs-tooltip-auto[data-popper-placement^=right] .tooltip-arrow,.bs-tooltip-end .tooltip-arrow{left:calc(-1 * var(--bs-tooltip-arrow-height));width:var(--bs-tooltip-arrow-height);height:var(--bs-tooltip-arrow-width)}.bs-tooltip-auto[data-popper-placement^=right] .tooltip-arrow::before,.bs-tooltip-end .tooltip-arrow::before{right:-1px;border-width:calc(var(--bs-tooltip-arrow-width) * .5) var(--bs-tooltip-arrow-height) calc(var(--bs-tooltip-arrow-width) * .5) 0;border-right-color:var(--bs-tooltip-bg)}.bs-tooltip-auto[data-popper-placement^=bottom] .tooltip-arrow,.bs-tooltip-bottom .tooltip-arrow{top:calc(-1 * var(--bs-tooltip-arrow-height))}.bs-tooltip-auto[data-popper-placement^=bottom] .tooltip-arrow::before,.bs-tooltip-bottom .tooltip-arrow::before{bottom:-1px;border-width:0 calc(var(--bs-tooltip-arrow-width) * .5) var(--bs-tooltip-arrow-height);border-bottom-color:var(--bs-tooltip-bg)}.bs-tooltip-auto[data-popper-placement^=left] .tooltip-arrow,.bs-tooltip-start .tooltip-arrow{right:calc(-1 * var(--bs-tooltip-arrow-height));width:var(--bs-tooltip-arrow-height);height:var(--bs-tooltip-arrow-width)}.bs-tooltip-auto[data-popper-placement^=left] .tooltip-arrow::before,.bs-tooltip-start .tooltip-arrow::before{left:-1px;border-width:calc(var(--bs-tooltip-arrow-width) * .5) 0 calc(var(--bs-tooltip-arrow-width) * .5) var(--bs-tooltip-arrow-height);border-left-color:var(--bs-tooltip-bg)}.tooltip-inner{max-width:var(--bs-tooltip-max-width);padding:var(--bs-tooltip-padding-y) 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bugReportState = { + initiateWay: null, + setInitiateWay: (value) => this.initiateWay = value, + getInitiateWay: () => this.initiateWay, + selectedHtml: null, + elementIdentifier: null, + setSelectedHtmlSRB: (value) => { + this.selectedHtml = "data:text/html;charset=utf-8," + encodeURIComponent(value.innerHTML); + this.elementIdentifier = value.id; + }, + setSelectedHtmlSmallButton: (value) => { + const range = value.getRangeAt(0); + const container = document.createElement('div'); + container.appendChild(range.cloneContents()); + this.selectedHtml = 'data:text/html;charset=utf-8,' + encodeURIComponent(container.innerHTML); + }, + getSelectedHtml: () => this.selectedHtml, + getElementIdentifier: () => this.elementIdentifier, + clear: () => { + this.selectedHtml = "undefined"; + this.elementIdentifier = "undefined"; + this.initiateWay = "undefined"; + } +}; + +function detectColorScheme() { + var theme = "light"; + var current_theme = localStorage.getItem("ar5iv_theme"); + + if (current_theme) { + if (current_theme == "dark") { + theme = "dark"; + } + } else if (!window.matchMedia) { + return false; + } else if (window.matchMedia("(prefers-color-scheme: dark)").matches) { + theme = "dark"; + } + + if (theme == "dark") { + document.documentElement.setAttribute("data-theme", "dark"); + const colorSchemeIcon = document.querySelector('.color-scheme-icon'); + if (colorSchemeIcon) { + colorSchemeIcon.setAttribute('aria-label', 'Dark mode'); + } + } else { + document.documentElement.setAttribute("data-theme", "light"); + const colorSchemeIcon = document.querySelector('.color-scheme-icon'); + if (colorSchemeIcon) { + colorSchemeIcon.setAttribute('aria-label', 'Light mode'); + } + } +} + +// Make sure the DOM content is loaded before running the script +document.addEventListener('DOMContentLoaded', function () { + detectColorScheme(); +}); + +function toggleColorScheme() { + var current_theme = localStorage.getItem("ar5iv_theme"); + if (current_theme) { + if (current_theme == "light") { + localStorage.setItem("ar5iv_theme", "dark"); + } else { + localStorage.setItem("ar5iv_theme", "light"); + } + } else { + localStorage.setItem("ar5iv_theme", "dark"); + } + detectColorScheme(); +} + +function addBugReportForm() { + const is_submission = window.location.pathname.split('/')[2] === 'submission'; + const theme = document.documentElement.getAttribute("data-theme"); + + // Create the button element(the right bottom button) + const button = document.createElement("button"); + button.setAttribute("type", "button"); + button.setAttribute("class", "btn btn-primary hover-rp-button"); + button.setAttribute("id", "openForm"); + button.appendChild(document.createTextNode("Report Issue")); + + // Create the modal container element + const modal = document.createElement("div"); + modal.setAttribute("class", "modal"); + modal.setAttribute("id", "myForm"); + modal.setAttribute("role", "dialog"); + modal.setAttribute("aria-labelledby", "modal-title"); + + // Create the modal dialog element + const modalDialog = document.createElement("div"); + modalDialog.setAttribute("class", "modal-dialog"); + + // Create the form element + const form = document.createElement("form"); + form.setAttribute("class", "modal-content"); + form.setAttribute("id", "myFormContent"); + form.setAttribute("enctype", "multipart/form-data"); + + // Create the modal header + const modalHeader = document.createElement("div"); + modalHeader.setAttribute("class", "modal-header"); + modalHeader.setAttribute("id", "modal-header"); + + // Create the modal title + const modalTitle = document.createElement("h5"); + modalTitle.setAttribute("class", "modal-title"); + modalTitle.appendChild(document.createTextNode("Report Github Issue")); + + // Create the close button for the modal + const closeButton = document.createElement("button"); + closeButton.setAttribute("type", "button"); + closeButton.setAttribute("class", "btn-close"); + closeButton.setAttribute("data-bs-dismiss", "modal"); + closeButton.setAttribute("aria-label", "Close"); + + // Append the title and close button to the modal header + modalHeader.appendChild(modalTitle); + modalHeader.appendChild(closeButton); + + console.log("Test theme:" + theme); + if (theme === 'dark') { + console.log("Dark Enter!") + modalHeader.setAttribute('data-bs-theme', "dark"); + } + + // Create the modal body + const modalBody = document.createElement("div"); + modalBody.setAttribute("class", "modal-body"); + + // Update: Add warning label. Need add format in style.css. + const warningLabel = document.createElement("div"); + warningLabel.id = "warningLabel"; + warningLabel.setAttribute('class', 'form-text'); + warningLabel.textContent = "Warning: Issue reports will be publicly available on Github, including highlighted text. You may want to omit screenshots if you are reporting on a paper still in submission."; + + // Create the description input field + const selectedTextDescriptionLabel = document.createElement("label"); + selectedTextDescriptionLabel.setAttribute("for", "description"); + //descriptionLabel.setAttribute("class", "form-label"); + selectedTextDescriptionLabel.setAttribute("id", "selectedTextModalDescription"); + selectedTextDescriptionLabel.appendChild(document.createTextNode("Content selection saved. Describe the issue below:")); + + + // Title. + const titleLabel = document.createElement("label"); + titleLabel.setAttribute("for", "form_title"); + titleLabel.setAttribute("id", "modalTitle"); + titleLabel.appendChild(document.createTextNode("Title:")); + + const titleInput = document.createElement("input"); + titleInput.setAttribute("class", "form-control"); + titleInput.setAttribute("id", "form_title"); + titleInput.setAttribute("name", "form_title"); + titleInput.setAttribute("required", "required"); + titleInput.setAttribute("placeholder", "Enter title"); + + // Description. + const NomralDescriptionLabel = document.createElement("label"); + NomralDescriptionLabel.setAttribute("for", "description"); + //descriptionLabel.setAttribute("class", "form-label"); + NomralDescriptionLabel.setAttribute("id", "nomralModalDescription"); + NomralDescriptionLabel.appendChild(document.createTextNode("Description:")); + + + const descriptionTextarea = document.createElement("textarea"); + descriptionTextarea.setAttribute("class", "form-control"); + descriptionTextarea.setAttribute("id", "description"); + descriptionTextarea.setAttribute("name", "description"); + descriptionTextarea.setAttribute("required", "required"); + descriptionTextarea.setAttribute("style", "height: 80px;"); + // Update: Change to 500 for next two lines. + descriptionTextarea.setAttribute("maxlength", "500"); // Set the maximum length to 200 characters + descriptionTextarea.setAttribute("placeholder", "500 characters maximum"); + + // Create the modal footer + const modalFooter = document.createElement("div"); + modalFooter.setAttribute("class", "modal-footer d-flex justify-content-end"); + + // Create the submit button + const submitButton = document.createElement("button"); + submitButton.setAttribute("type", "submit"); + submitButton.setAttribute("class", "btn btn-primary"); + submitButton.setAttribute("id", "modal-submit"); // This id will use in submitBugReport function !!! + // submitButton.setAttribute("style", "background-color: #b31b1b;", "border-color: #690604;"); + submitButton.appendChild(document.createTextNode("Submit in Github")); + + // Update: ScreenReader Submit Buttons. Needed for Submit without Github Function. + const srSubmit = document.createElement("button"); + srSubmit.setAttribute("type", "submit"); + srSubmit.setAttribute("class", "sr-only button"); + srSubmit.setAttribute("id", "modal-submit-sr"); + srSubmit.appendChild(document.createTextNode("Submit without Github")); + + // Create a container div for the buttons + const buttonsContainer = document.createElement("div"); + buttonsContainer.setAttribute("class", "d-flex justify-content-between"); + + // Append the elements to their respective parents + // Update: Add warning label (next line) + if (is_submission) { + modalBody.appendChild(warningLabel); + } + modalBody.appendChild(titleLabel); + modalBody.appendChild(titleInput); + modalBody.appendChild(selectedTextDescriptionLabel); + modalBody.appendChild(NomralDescriptionLabel); + modalBody.appendChild(descriptionTextarea); + + // Update: Add buttonsContainer (next line) + modalFooter.appendChild(srSubmit); + modalFooter.appendChild(submitButton); + + form.appendChild(modalHeader); + form.appendChild(modalBody); + form.appendChild(modalFooter); + + modalDialog.appendChild(form); + + modal.appendChild(modalDialog); + + document.body.appendChild(button); + document.body.appendChild(modal); + + button.onclick = (e) => { + currentAnchorNode = null; + showModal(modal, 'button'); + bugReportState.setInitiateWay("Fixedbutton"); + } + closeButton.onclick = (e) => { + hideModal(modal); + selectedTextDescriptionLabel.style.display = 'none'; + NomralDescriptionLabel.style.display = 'block'; + } + selectedTextDescriptionLabel.style.display = 'none'; + return modal; +} + +// Create SRButton that can open the report modal +function addSRButton(modal) { + + // Make SR button will only show in the main content area. Careful for id. + const contentDiv = document.querySelector('.ltx_page_content'); + if (!contentDiv) { + console.error("Element with class 'ltx_page_content' not found."); + return []; + } + + const contents = contentDiv.querySelectorAll('p, svg, figure, .ltx_title, .ltx_authors'); + const buttons = []; + + // Get all the paragraphs in the document + // Add a hidden button after each paragraph + // Add a hidden button after each paragraph + contents.forEach((content, i) => { + if (content.classList.contains("header-message") || content.classList.contains("logomark")) return; + + const button = document.createElement("button"); + button.setAttribute("class", "sr-only button"); + button.style.display = "none"; + button.textContent = "Report issue for preceding element"; + + button.onfocus = () => previousFocusElement = document.activeElement; + + button.onclick = (e) => { + /* + Comment: Need add a variable named initiateWay, so we can know how users initiate the report. + + For addSRbutton, initiateWay = "srButton" + For smallReportButton, initiateWay = "smallButton" + For ShortCut, initiateWay = "ShortCut" + For click the button(right bi button) created in the modal, initiateWay = "FixedButton". + + So you may need to create a global variable. I have checked showModal it cannot send any parameter to modal. + */ + showModal(modal); + bugReportState.setSelectedHtmlSRB(content); + bugReportState.setInitiateWay("SRButton"); + e.preventDefault(); + }; + + // Insert the button after the paragraph + content.parentNode.insertBefore(button, content.nextSibling); + + buttons.push(button); + }); + + return buttons; +} + +function showModal(modal) { + const theme = document.documentElement.getAttribute("data-theme"); + const modalHeader = document.getElementById("modal-header"); + if (theme === 'dark') { + modalHeader.setAttribute('data-bs-theme', "dark"); + }else{ + modalHeader.setAttribute('data-bs-theme', "light"); + } + + modal.style.display = 'block'; + modal.setAttribute('tabindex', '-1'); // Ensure the modal is focusable + modal.focus(); +} + +function hideModal(modal) { + modal.style.display = 'none'; +} + +function showButtons(buttons) { + // buttons.forEach((button) => { + // console.log(button); + // console.log(button.style.display); + // button.style.display === 'none' ? + // button.style.display = 'inline' : + // button.style.display = 'none'; + // }) + buttons.forEach((button) => button.style.display = 'inline'); +} + +function hideButtons(buttons) { + buttons.forEach((button) => button.style.display = 'none'); +} + +// Code for handling key press to open/close modal +const handleKeyDown = (e, modal, buttons) => { + const ctrlOrMeta = e.metaKey || e.ctrlKey; + + // if(e.key === '¥'){ + // showButtons(buttons); + // } else if (e.key === 'Á'){ + // hideButtons(buttons) + // } + if (e.altKey && e.code === 'KeyY' && !ctrlOrMeta) { + e.shiftKey ? hideButtons(buttons) : showButtons(buttons); + } else if (ctrlOrMeta && (e.key === '/' || e.key === '?')) { + showModal(modal) + bugReportState.setInitiateWay("ShortCut"); + } else if (ctrlOrMeta && (e.key === '}' || e.key === ']')) { + hideModal(modal); + } +} + +//The highlight initiation way +function handleMouseUp(e, smallButton) { + if (e.target.id === "small-report-button") + return; + if (!window.getSelection().isCollapsed) { + selection = window.getSelection(); + currentAnchorNode = selection.anchorNode; + bugReportState.setSelectedHtmlSmallButton(selection); + // var range = selection.getRangeAt(0); + // var container = document.createElement('div'); + // container.appendChild(range.cloneContents()); + // // Use the selected text to generate the dataURI + // selectedHtml = 'data:text/html;charset=utf-8,' + encodeURIComponent(container.innerHTML); + //Comment: Need to get the selected text and pass it to the backend + //reference: var selectedhtml in app.js + showSmallButton(smallButton); + } else hideSmallButton(smallButton); +} + +function createSmallButton(modal) { + const smallReportButton = document.createElement('button'); + smallReportButton.id = 'small-report-button'; + smallReportButton.type = 'button'; + smallReportButton.className = 'btn btn-secondary btn-sm'; + smallReportButton.style.backgroundColor = '#b31b1b'; + smallReportButton.textContent = 'Report Issue for Selection'; + smallReportButton.style.position = 'fixed'; + + document.body.appendChild(smallReportButton); + + smallReportButton.onclick = (e) => { + document.getElementById('selectedTextModalDescription').style.display = 'block'; + document.getElementById('nomralModalDescription').style.display = 'none'; + showModal(modal); // do something with window.getSelection() + bugReportState.setInitiateWay("selectedText-smallButton"); + } + + smallReportButton.addEventListener("focusout", function (e) { + hideSmallButton(this); + }); + + return smallReportButton; +} + +// Display the smallButton for bug report, click and scroll included +function showSmallButton(smallReportButton) { + selection = window.getSelection(); + + const range = selection.getRangeAt(0); + const rect = range.getBoundingClientRect(); + + smallReportButton.style.left = `${rect.left + rect.width / 2}px`; + + // Check if there is enough space above the selected text + smallReportButton.style.top = `${rect.top}px`; + smallReportButton.style.transform = 'translate(-50%, -100%)'; + + smallReportButton.style.display = 'inline'; +} + +function hideSmallButton(smallReportButton) { + smallReportButton.style.display = 'none'; +} + +//submit to the backend, next step: finish +function submitBugReport(e) { + e.preventDefault(); + //document.getElementById('notification').style = 'display: block'; + const issueData = {}; + + // Canonical URL + ARXIV_ABS_PATH = 'https://arxiv.org/abs/'; + const arxivIdv = window.location.pathname.split('/')[2]; // pathname ex: '/html/2306.16433v1/2306.16433v1.html' + const fullUrl = window.location.href; + const canonicalURL = ARXIV_ABS_PATH + arxivIdv; + + // const user_info = "account:yc2455 contact:@cornll.edu " + + // Report Time + const currentTime = Date.now(); + + // Browser Version + const userAgent = navigator.userAgent; + const browser = userAgent.match(/(firefox|edge|opr|chrome|safari)[\/]([\d.]+)/i) + const browserName = browser[1]; + const browserVersion = browser[2]; + const browserInfo = browserName + '/' + browserVersion; + + // Relevant Selection + let elementIdentifier = bugReportState.getElementIdentifier(); + let topLayer = 'Unknown'; + console.log(currentAnchorNode); + if (currentAnchorNode !== null) { + const parentNode = currentAnchorNode.parentNode; + const id = parentNode.id; + const classList = parentNode.classList; + //if there is no id, than use class to identify + elementIdentifier = id || classList[0] || 'Unknown'; + console.log(elementIdentifier); + + //get the topLayer of id + if (elementIdentifier.match(/^S\d/)) { + topLayer = id ? id.split('.')[1] : classList[0]; + } else { + topLayer = id ? id.split('.')[0] : classList[0]; + } + } + + const dataDescription = document.getElementById('description').value; + const formTitle = document.getElementById('form_title').value; + + const uniqueId = window.crypto.randomUUID(); + + // add to the form data + // issueData['template'] = 'bug_report.md'); // TODO: Change this to a template with fields matching the ones below + issueData['uniqueId'] = uniqueId; + issueData['canonicalURL'] = canonicalURL; + issueData['conversionURL'] = window.location.origin + window.location.pathname; + issueData['reportTime'] = currentTime; + issueData['browserInfo'] = browserInfo; + issueData['description'] = dataDescription; + issueData['locationLow'] = elementIdentifier; + issueData['locationHigh'] = topLayer; + issueData['selectedHtml'] = bugReportState.getSelectedHtml(); + issueData['initiationWay'] = bugReportState.getInitiateWay(); + + form = new FormData(); + form.append('template', 'bug_report.md'); + form.append('title', `Improve article : ${arxivIdv}`) + form.append('body', makeGithubBody(issueData)); + + // Send to Database. + postToDB(issueData); + + // Send to Github Issue. !!!NEED: make sure submitter id is same as the html submit button id. + if (e.submitter.id === 'modal-submit') { + const GITHUB_BASE_URL = 'https://github.com/arXiv/html_feedback/issues/new?' + const queryString = new URLSearchParams(form).toString() + const link = GITHUB_BASE_URL + queryString; + // window.open(link, '_blank'); + // disable, test later. + + //Testing + const url = testForGitHubIssue(issueData, arxivIdv, formTitle, fullUrl); + window.open(url, '_blank'); + } + + document.querySelector('#myFormContent').reset(); + bugReportState.clear(); + hideModal(document.getElementById('myForm')); +} + +function handleClickOutsideModal(e, modal) { + if (e.target == modal) + modal.style.display = 'none'; +} + +function handleClickTOCToggle(e) { + const listIcon= document.getElementById('listIcon'); + const arrowIcon= document.getElementById('arrowIcon'); + const toc = document.querySelector('.ltx_toclist'); + const toc_main = document.querySelector('.ltx_page_main>.ltx_TOC'); + // const content=document.querySelector('.ltx_page_content'); + if (e.target == listIcon) { + //show toc and arrowIcon + toc.classList.remove('hide'); + // toc.classList.add('show'); + arrowIcon.classList.remove('hide'); + // arrowIcon.classList.add('show'); + listIcon.classList.add('hide'); + toc_main.classList.add('active') + // listIcon.classList.remove('show'); + // toc_main.style.backgroundColor = 'var(--background-color)'; + //change + /*toc_main.style.flex='1'; + content.style.flex='5';*/ + // toc_main.style.flex = '1 0 20%'; // This means it will start with 20% of the parent width but won't grow or shrink. + // content.style.flex = '1 1 80%'; // This will make it take the remaining 80% but allows it to adjust as needed. + } + if (e.target == arrowIcon) { + //hide toc and arrowIcon + toc.classList.add('hide'); + // toc.classList.remove('show'); + arrowIcon.classList.add('hide'); + // arrowIcon.classList.remove('show'); + listIcon.classList.remove('hide'); + toc_main.classList.remove('active'); + // listIcon.classList.add('show'); + // toc_main.style.backgroundColor = 'transparent'; + // toc_main.style.flex='0 0 3rem'; + // content.style.flex='1 1 100%'; + } +} + +function postToDB(issueData) { + const DB_BACKEND_URL = 'https://services.arxiv.org/latexml/feedback'; + const queryString = new URLSearchParams(issueData).toString(); + fetch(DB_BACKEND_URL, { + method: "POST", + mode: "no-cors", + headers: { + 'Content-Type': 'application/x-www-form-urlencoded', + }, + body: queryString, // body data type must match "Content-Type" header + }); +} + +function makeGithubBody(issueData) { + let body = "## Describe the issue\n\n"; + body += `**Description**: ${issueData.description}\n\n`; + body += "Feel free to attach a screenshot (or document) link below: \n\n\n\n"; + // Auto Fill Data + body += "## Auto Fill Data - !!! Please do not edit below this line !!!\n"; + body += "----------------------------------------------------------------------------------------\n\n"; + body += `Id: ${issueData.uniqueId}\n` + return body; +} + +function testForGitHubIssue(issueData, arxivIdv, formTitle, fullUrl){ + var url = `https://github.com/arXiv/html_feedback/issues/new?assignees=&labels=&projects=&title= ${formTitle}&template=Feedback_about_HTML_formatted_papers.yml`; + url += `&description=${issueData.description}`; + url += `&uniqueId=${issueData.uniqueId}`; + url += `&arxivId=${arxivIdv}`; + url += `&browserInfo=${issueData.browserInfo}`; + // send the full url to the github issue + url += `&fullUrl=${fullUrl}`; + // device type + url += `&deviceType=${getDeviceType()}`; + // https://browse.arxiv.org/latexml/2308.06262v1/2308.06262v1.html + + return url; +} + +// test device type +function getDeviceType() { + const userAgent = navigator.userAgent; + + if (/iPad|iPadOS/i.test(userAgent)) { + return 'iPad'; + } + if (/iP(hone|od)/i.test(userAgent)) { + return 'iOS'; + } + if (/Android/i.test(userAgent)) { + return 'Android'; + } + if (/BlackBerry|IEMobile|Windows Phone/i.test(userAgent)) { + return 'Other Smartphone'; + } + + if (/Mobile|iP(hone|od)|Android|BlackBerry|IEMobile/i.test(userAgent)) { + return 'Smartphone'; + } + if (/tablet|tab/i.test(userAgent) && !/Mobile/i.test(userAgent)) { + return 'Tablet'; + } + return 'Desktop'; +} + + + + +function handleClickMobileTOC(e){ + const tocItems = document.querySelectorAll('.ltx_ref'); + const toc = document.querySelector('.ltx_page_main >.ltx_TOC.mobile') + // //const toggle=document.getElementById('navbar-mobile-toggler') + // const toggle=document.querySelector('.navbar-toggler-icon'); + + // if(e.target==toggle){ + // if(toc.classList.contains('show')){ + // //toc.setAttribute('display','none'); + // //toc.style.setProperty('display','none','important'); + // toc.classList.add('hide'); + // toc.classList.remove('show'); + // } + // else{ + // //toc.setAttribute('display','block'); + // //toc.style.setProperty('display','block','important'); + // toc.classList.remove('hide'); + // toc.classList.add('show'); + // } + // } + tocItems.forEach(item => { + item.addEventListener('click', () => { + toc.classList.remove('show'); + }); + }); +} + +// RUN THIS CODE ON INITIALIZE +detectColorScheme(); +document.addEventListener("DOMContentLoaded", () => { + + const modal = addBugReportForm(); + const reportButtons = addSRButton(modal); + const smallReportButton = createSmallButton(modal); + + document.onkeydown = (e) => handleKeyDown(e, modal, reportButtons); + document.onclick = (e) => { + handleClickOutsideModal(e, modal); + if(window.innerWidth <= 719){ + handleClickMobileTOC(e); + } + else{ + handleClickTOCToggle(e); + } + } + + document.onmouseup = (e) => handleMouseUp(e, smallReportButton); + document.ontouchend = (e) => handleMouseUp(e, smallReportButton); + + let lastScrollPosition = window.scrollY || document.documentElement.scrollTop || document.body.scrollTop; + window.addEventListener('scroll', () => { + const currentScrollPosition = window.scrollY || document.documentElement.scrollTop || document.body.scrollTop; + if (currentScrollPosition > lastScrollPosition || currentScrollPosition < lastScrollPosition) { + smallReportButton.style.display = "none"; + } else { + smallReportButton.style.display = "block"; + } + lastScrollPosition = currentScrollPosition; + }); + + document.getElementById('myFormContent').onsubmit = submitBugReport; +}); \ No newline at end of file diff --git a/essay/2404_13033v1/resource/html2canvas.min.js b/essay/2404_13033v1/resource/html2canvas.min.js new file mode 100644 index 0000000..9dba569 --- /dev/null +++ b/essay/2404_13033v1/resource/html2canvas.min.js @@ -0,0 +1,20 @@ +/*! + * html2canvas 1.3.3 + * Copyright (c) 2021 Niklas von Hertzen + * Released under MIT License + */ +!function(A,e){"object"==typeof exports&&"undefined"!=typeof module?module.exports=e():"function"==typeof define&&define.amd?define(e):(A="undefined"!=typeof globalThis?globalThis:A||self).html2canvas=e()}(this,function(){"use strict"; +/*! ***************************************************************************** + Copyright (c) Microsoft Corporation. + + Permission to use, copy, modify, and/or distribute this software for any + purpose with or without fee is hereby granted. + + THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH + REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY + AND FITNESS. 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e=A.length,t=[],B=0;B=this._value.length?-1:this._value[A]},OA.prototype.consumeUnicodeRangeToken=function(){for(var A=[],e=this.consumeCodePoint();QA(e)&&A.length<6;)A.push(e),e=this.consumeCodePoint();for(var t=!1;63===e&&A.length<6;)A.push(e),e=this.consumeCodePoint(),t=!0;if(t)return{type:30,start:parseInt(g.apply(void 0,A.map(function(A){return 63===A?48:A})),16),end:parseInt(g.apply(void 0,A.map(function(A){return 63===A?70:A})),16)};var B=parseInt(g.apply(void 0,A),16);if(45===this.peekCodePoint(0)&&QA(this.peekCodePoint(1))){this.consumeCodePoint();for(var e=this.consumeCodePoint(),r=[];QA(e)&&r.length<6;)r.push(e),e=this.consumeCodePoint();return{type:30,start:B,end:parseInt(g.apply(void 0,r),16)}}return{type:30,start:B,end:B}},OA.prototype.consumeIdentLikeToken=function(){var A=this.consumeName();return"url"===A.toLowerCase()&&40===this.peekCodePoint(0)?(this.consumeCodePoint(),this.consumeUrlToken()):40===this.peekCodePoint(0)?(this.consumeCodePoint(),{type:19,value:A}):{type:20,value:A}},OA.prototype.consumeUrlToken=function(){var A=[];if(this.consumeWhiteSpace(),-1===this.peekCodePoint(0))return{type:22,value:""};var e,t=this.peekCodePoint(0);if(39===t||34===t){t=this.consumeStringToken(this.consumeCodePoint());return 0===t.type&&(this.consumeWhiteSpace(),-1===this.peekCodePoint(0)||41===this.peekCodePoint(0))?(this.consumeCodePoint(),{type:22,value:t.value}):(this.consumeBadUrlRemnants(),KA)}for(;;){var B=this.consumeCodePoint();if(-1===B||41===B)return{type:22,value:g.apply(void 0,A)};if(cA(B))return this.consumeWhiteSpace(),-1===this.peekCodePoint(0)||41===this.peekCodePoint(0)?(this.consumeCodePoint(),{type:22,value:g.apply(void 0,A)}):(this.consumeBadUrlRemnants(),KA);if(34===B||39===B||40===B||(0<=(e=B)&&e<=8||11===e||14<=e&&e<=31||127===e))return this.consumeBadUrlRemnants(),KA;if(92===B){if(!wA(B,this.peekCodePoint(0)))return this.consumeBadUrlRemnants(),KA;A.push(this.consumeEscapedCodePoint())}else A.push(B)}},OA.prototype.consumeWhiteSpace=function(){for(;cA(this.peekCodePoint(0));)this.consumeCodePoint()},OA.prototype.consumeBadUrlRemnants=function(){for(;;){var A=this.consumeCodePoint();if(41===A||-1===A)return;wA(A,this.peekCodePoint(0))&&this.consumeEscapedCodePoint()}},OA.prototype.consumeStringSlice=function(A){for(var e="";0>8,B=255&A>>16,A=255&A>>24;return e<255?"rgba("+A+","+B+","+t+","+e/255+")":"rgb("+A+","+B+","+t+")"}function Be(A,e){if(17===A.type)return A.number;if(16!==A.type)return 0;var t=3===e?1:255;return 3===e?A.number/100*t:Math.round(A.number/100*t)}var re=function(A,e){return 11===e&&12===A.type||(28===e&&29===A.type||2===e&&3===A.type)},ne={type:17,number:0,flags:4},se={type:16,number:50,flags:4},oe={type:16,number:100,flags:4},ie=function(A,e){if(16===A.type)return A.number/100*e;if(RA(A))switch(A.unit){case"rem":case"em":return 16*A.number;default:return A.number}return A.number},Qe=function(A,e){if(15===e.type)switch(e.unit){case"deg":return Math.PI*e.number/180;case"grad":return Math.PI/200*e.number;case"rad":return e.number;case"turn":return 2*Math.PI*e.number}throw new Error("Unsupported angle type")},ce=function(A){return Math.PI*A/180},ae=function(A,e){if(18===e.type){var t=He[e.name];if(void 0===t)throw new Error('Attempting to parse an unsupported color function "'+e.name+'"');return t(A,e.values)}if(5===e.type){if(3===e.value.length){var B=e.value.substring(0,1),r=e.value.substring(1,2),n=e.value.substring(2,3);return ge(parseInt(B+B,16),parseInt(r+r,16),parseInt(n+n,16),1)}if(4===e.value.length){var B=e.value.substring(0,1),r=e.value.substring(1,2),n=e.value.substring(2,3),s=e.value.substring(3,4);return 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+ opacity: 100; + margin-top: -1.8rem; + } +} +@media only screen and (max-width: 104.5rem){ + .ltx_note_outer { + display: none; + opacity: 0; + width: auto; + max-width: 30rem; + } +} +@media only screen and (min-width: 104.5rem) and (max-width: 108.99rem){ + .ltx_note_outer { + width: 14rem; + margin-right: -17rem; + } +} +@media only screen and (min-width: 109rem){ + .ltx_note_outer { + width: 18rem; + margin-right: -23rem; + } +} + + + +.ltx_note>.ltx_note_mark { + text-decoration: underline; +} +.ltx_note>.ltx_note_mark:hover { + text-decoration: none; +} + +.ltx_TOC>.ltx_toclist>.ltx_tocentry>a.ltx_ref:hover { + color: var(--inpage-text-highlight-color); +} +.ltx_tag_bibitem:active~*, +.ltx_tag_bibitem:hover~*, +.ltx_tag_bibitem~:active, +.ltx_tag_bibitem~:hover { + /* do nothing */ + background-color: var(--background-color); +} + +header { + background-color: #b31313; + display: flex; + top: 0; + width: 100%; + justify-content: space-between; + padding: .5em 4em; + align-items: center; +} +header a { + color: white; +} +header a:hover { + text-decoration: none; +} +.logo { + max-height: 2em +} +.logomark { + max-height: 2.5em; + display: none; +} +svg.icon, [data-theme=dark] svg.icon, header svg { + background-color: transparent !important; + z-index: 1 !important; + margin-left:2px; +} +.header-message { + border: none; + background: transparent; + border-radius: 6px; + max-width: 50%; + font-family: var(--other-font-family); + font-size: smaller; + color: white; +} +.report-container { + display: block; + max-width: 40em; + margin: 3em auto; + border: 2px solid #a5d6fe; + border-radius: 5px; + padding: 1em; + box-shadow: 1px 3px 8px 0.1px grey; +} +.report-container-mobile { + display: none; +} +a.skip{ + position:absolute; + left:-10000px; + top:auto; + width:1px; + height:1px; + overflow:hidden; +} +a.skip:focus{ + position:static; + width:auto; + height:auto; +} +button.feedback-button { + position: sticky; + bottom: 1em; + left: 1em; + margin-bottom: 0; + margin-top: 0.05em; + background-color: #a5d6fe; + color: black; + padding:.5em 1em; + border-radius: .5em; + font-size: 1.1em; + font-weight: bold; + box-shadow: 1px 1px 6px 0.05px grey; +} +.close-icon { + position: relative; + top: -10px; + right: -99%; +} +footer { + font-family: var(--other-font-family); +} +footer h2 { + font-size: 1.5em; +} +footer p, footer ul { + font-size: 0.9em; +} +footer .keyboard-glossary { + margin-bottom: 3em; +} +.ltx_page_footer { + font-family: arial, tahoma, sans-serif; + user-select: none; +} + +/*BETA corner banner*/ +body:after { + content: "beta"; + position: fixed; + z-index: 1070; + width: 80px; + height: 25px; + background: #fb595a; + top: 7px; + left: -20px; + text-align: center; + font-size: 12px; + letter-spacing: 1px; + font-family: sans-serif; + text-transform: uppercase; + font-weight: bold; + color: black; + line-height: 27px; + -ms-transform:rotate(-45deg); + -webkit-transform:rotate(-45deg); + transform:rotate(-45deg); +} +/*will display to screen readers, but not be visible to sighted users*/ +.sr-only { + position:absolute; + left:-10000px; + top:auto; + width:1px; + height:1px; + overflow:hidden; +} + +body { + position: relative; +} + +#openForm { + position: fixed; + bottom: 20px; + right: 20px; + font-size: 20px; + background-color: #b31b1b; + border-color: var(--secondary-text-color); +} +/* Hover for openForm */ +@media (min-width: 768px) { + #openForm:hover, #modal-submit:hover, small-report-button:hover { + text-decoration: none; + background-color: var(--rp-button-hover-color); + color: black; + } +} +@media (max-width: 767px) { + #openForm:active, #modal-submit:active, small-report-button:hover { + text-decoration: none; + background-color: var(--rp-button-hover-color); + color: black; + } +} + +.report-box { + position: fixed; + top: 50%; + right: 20px; + transform: translateY(-50%); + background: rgb(6, 6, 6); + border: 1px solid #ccc; + padding: 20px; + z-index: 1000; + display: none; +} + +.close-btn { + position: absolute; + top: 10px; + right: 10px; + cursor: pointer; +} + +.text-report { + width: 100%; + height: 100px; + margin-bottom: 10px; +} + +.take-screenshot { + margin-top: 10px; +} + +.modal { + display: none; + position: fixed; + z-index: 1; + left: 0; + top: 0; + width: 100%; + height: 100%; + overflow: auto; + background-color: rgba(0, 0, 0, 0.4); +} + +/* Modal Content/Box */ +[data-theme=light] .modal-content { + background-color: #fefefe; + margin: 15% auto; + /* 15% from the top and centered */ + padding: 20px; + border: 1px solid #888; + /*width: 50%; /* Could be more or less, depending on screen size */ +} + +[data-theme=dark] .modal-content { + background-color: #0d1117; + margin: 15% auto; + /* 15% from the top and centered */ + padding: 20px; + border: 1px solid #c9d1d9; +} + +/* Close button */ +.close { + color: #aaa; + float: right; + font-size: 28px; + font-weight: bold; +} +.close:hover, +.close:focus { + color: black; + text-decoration: none; + cursor: pointer; +} + +/* Form label */ +label { + display: block; + margin-bottom: 5px; +} + +.modal-submit { + display: block; + margin: 10px 0; + padding: 10px; + width: 100%; + border: none; + border-radius: 3px; + box-shadow: 0 0 5px rgba(0, 0, 0, 0.1); +} + +[data-theme=dark] .form-control:focus { + color: #c9d1d9; + background-color: #0d1117; +} + +/* Write new CSS which force in-line-color to follow root color. */ +[data-theme=dark] .ltx_table .ltx_text { + color: var(--text-color) !important; +} + +[data-theme=dark] .form-control { + background-color: #0d1117; + color:#c9d1d9; + /* Add additional styles as needed */ +} + +[data-theme=dark] .form-control::placeholder { + color: #c9d1d9; +} + +[data-theme=dark] .btn.btn-primary { + color: var(--text-color); + border-color: var(--text-color); +} + +[data-theme=dark] .btn.btn-outline-secondary#take-screenshot { + color: #c9d1d9; + border-color: #c9d1d9; +} + +header{ + user-select: none; +} + +footer{ + user-select: none; +} + + +/* Submit button */ +.modal-submit { + background-color: #595151; + color: white; + cursor: pointer; + width: 100px; +} + +.modal-submit:hover { + background-color: #b31b1b; + width: 100px; +} + +img#screenshot-img { + display: none; + max-width: 100px; + max-height: 400px; +} + +header { + background-color: #b31313; + display: flex; + justify-content: space-between; + padding: .5em 4em; + align-items: center; + width: 100%; + box-sizing: border-box; +} +header a { + color: var(--header-text-color) !important; +} +header.desktop_header { + position: fixed; + z-index: 1000; + display: flex; + justify-content: space-between; +} +header .html-header-logo .logo, header .html-header-logo .logomark { + background-color: transparent; + filter: brightness(1); /*overrides ar5iv translucent style in dark mode*/ +} +header .html-header-message { + margin-right: auto; + max-width: 50%; +} +header .html-header-message p { + font-size: .72em; + color: var(--header-text-color); + margin: 0; +} +header .html-header-message a:hover { + color: var(--header-text-color) !important; +} +header .html-header-nav { + display: flex; + align-items: center; +} +header .html-header-nav a { + text-decoration: none; + color: var(--header-text-color) !important; +} +header .html-header-nav a:hover { + text-decoration: none; + color: black !important; +} +header .html-header-nav a span { + text-shadow: 0 0 0 var(--header-text-color); + color: transparent; +} +header .html-header-nav a span:hover { + text-shadow: 0 0 0 #000000; + color: transparent; +} +header .html-header-nav svg { + fill: white; + background: transparent; +} +header .html-header-nav svg:hover { + fill: black; + text-decoration: none; +} +header.mob_header .html-header-nav { + gap: 15%; +} + + + +.logo { + background-color: transparent !important; + max-height: 2em; +} + +#back-arrow { + background-color: transparent !important; +} + +/* .header-message { + border: 10px solid #fb595a; + background: #fb595a; + border-radius: 6px; + max-width: 50%; + font-family: sans-serif; + font-size: smaller; + color: black; +} */ + +.body-message { + display: block; + max-width: 40em; + margin: 3em auto; + border: 2px solid #a5d6fe; + font-family: "Noto Serif", serif; + border-radius: 5px; + padding: 1em; + box-shadow: 1px 3px 8px 0.1px grey; +} + +.body-message p, +.body-message-mobile p { + margin: 0; + margin-top: -15px; +} + +.body-message-mobile { + display: none; +} + +a.skip { + position: absolute; + left: -10000px; + top: auto; + width: 1px; + height: 1px; + overflow: hidden; +} + +a.skip:focus { + position: static; + width: auto; + height: auto; +} + +button.feedback-button { + position: fixed; + bottom: 1em; + right: 1em; + background-color: #a5d6fe; + color: black; + padding: .5em 1em; + border-radius: .5em; + font-size: 1.1em; + font-weight: bold; +} + +.close-icon { + position: relative; + top: -10px; + right: -99%; +} + + +/*BETA corner banner*/ +body:after { + content: "beta"; + position: fixed; + z-index: 1070; + width: 80px; + height: 25px; + background: #fb595a; + top: 7px; + left: -20px; + text-align: center; + font-size: 12px; + letter-spacing: 1px; + font-family: sans-serif; + text-transform: uppercase; + font-weight: bold; + color: black; + line-height: 27px; + -ms-transform: rotate(-45deg); + -webkit-transform: rotate(-45deg); + transform: rotate(-45deg); +} + +/*will display to screen readers, but not be visible to sighted users*/ +.sr-only { + position: absolute; + left: -10000px; + top: auto; + width: 1px; + height: 1px; + overflow: hidden; +} + +/* For warning label. */ +[data-theme=light] #warningLabel { + color: #b31313; + background-color: rgb(250, 241, 230); + font-size: 12px; + letter-spacing: 1px; + padding: 1em; + border-radius: .5em; + margin: 1em auto; +} + +[data-theme=dark] #warningLabel { + color: rgb(209, 190, 137); + background-color: rgb(65, 57, 33); + font-size: 12px; + letter-spacing: 1px; + padding: 1em; + border-radius: .5em; + margin: 1em auto; +} + +.color-scheme-icon::before { + content: "🌙"; +} +[data-theme="dark"] .color-scheme-icon::before { + content: "☀️"; +} +.ar5iv-toggle-color-scheme { + text-decoration: none; + display: block; + float: left; + padding: 0.5rem; + margin-top: 0.1rem; + color: transparent; + text-shadow: 0 0 0 var(--header-text-color); +} + +.ar5iv-footer-button { + color: var(--link-text-color); + font: var(--other-font-family); + padding: 0.5rem; + display: inline-block; + text-decoration: none; + margin-right: 1rem; +} + +/* Update: For toc */ +.ltx_page_main >.ltx_TOC { + position: sticky; + top:0; + height: 100vh; + margin: 0; + padding-top: 8.5vh; + overflow-y: auto; + user-select: none; + color: var(--text-color); + font: var(--toc-font-family); +} +.ltx_page_main >.ltx_TOC.active { + min-width: 18em; + max-width:20%; + background-image: var(--TOC-gradient); +} +.ltx_page_main > .ltx_TOC:not(.active) { + margin-right: -40px; +} +.ltx_page_main ol.ltx_toclist { + padding: 0 2em; +} +#toc_header{ + display: none; +} + +.ltx_page_main { + display: flex; +} + +.ltx_page_main > .ltx_page_content { + width: 100%; + margin: 5.5em 1em 3.5em 1em; + flex-grow: 0; /* This allows the content to grow and consume remaining space */ + flex-shrink: 1; + overflow-x: auto; + overflow-y: clip; +} + +[data-theme=dark] .ltx_TOC { + background-color: var(--background-color); + color: #c9d1d9; +} + +.ltx_TOC>.ltx_toclist>.ltx_tocentry { + margin-bottom: 0.3em; + margin-left: 1.5rem; +} + +.ltx_tocentry.ltx_tocentry_appendix { + margin-bottom: 0.3rem; + margin-left: 1.5rem; +} +/*appendix nav styles*/ +.ltx_TOC>.ltx_toclist>.ltx_tocentry.ltx_tocentry_appendix>a.ltx_ref { + font-weight: 500; +} +.ltx_TOC>.ltx_toclist>.ltx_tocentry.ltx_tocentry_appendix>a.ltx_ref .ltx_tag_ref { + font-weight: 700; +} + +.ltx_toclist.ltx_toclist_section{ + display: none !important; +} + +/*optimize for toc displaying*/ +li.ltx_tocentry.ltx_tocentry_subsection { + display: none; +} + +li.ltx_tocentry.ltx_tocentry_appendix { + display: none; +} + + +/* TOC styles */ +.ltx_ref:hover{ + /* background-color: var(--note-highlight-color); */ + /* Add underline */ + text-decoration: underline; + /* Chaneg text color */ + color: var(--toc-text-highlight-color); +} + +.ltx_p>.ltx_ref:hover, +.ltx_cite>.ltx_ref:hover{ + color: var(--inpage-text-highlight-color); +} + +#listIcon { + width: 20px; + height: 20px; + margin-left: 1.4rem; + margin-top: 10px; + margin-bottom: 1rem; + /* align-items: center; */ + z-index: 100; + /* display: none; */ +} + +#arrowIcon { + width: 20px; + height: 20px; + margin-left: 1.4rem; + margin-top: 10px; + margin-bottom: 1rem; + /* align-items: center; */ + /* display: block; */ +} + +#listIcon svg, #arrowIcon svg { + background-color: transparent; + fill:var(--text-color) !important; +} +#listIcon svg:hover, #arrowIcon svg:hover { + fill:var(--link-text-color) !important; +} + +#toc_header { + font-size: 1.5rem; + margin-bottom: 1.3rem; + font-family: var(--text-font-family); + font-weight: 1000; +} + +.ltx_toclist a.active { + font-weight: bold; /* You can apply any styling you want to indicate the active link */ + background-color: var(--note-highlight-color); +} + +/* Build for header */ +.hover-effect:hover{ + text-decoration: underline; + color: var(--note-highlight-color); +} + +.back-to-reference-btn { + /* background-color: #FFFFFF; */ + background-color: var(--background-color); + display:block; + color: var(--border-color); + border: 1px solid var(--border-color); + border-radius: .5rem; + box-sizing: border-box; + /* color: #111827; */ + font-family: "Inter var",ui-sans-serif,system-ui,-apple-system,system-ui,"Segoe UI",Roboto,"Helvetica Neue",Arial,"Noto Sans",sans-serif,"Apple Color Emoji","Segoe UI Emoji","Segoe UI Symbol","Noto Color Emoji"; + font-size: .875rem; + font-weight: 600; + line-height: 1.25rem; + padding: .25rem 1rem; + text-align: center; + text-decoration: none #D1D5DB solid; + text-decoration-thickness: auto; + box-shadow: 0 1px 2px 0 rgba(0, 0, 0, 0.05); + cursor: pointer; + user-select: none; + -webkit-user-select: none; + touch-action: manipulation; +} + +.back-to-reference-btn:hover { + color: var(--background-color); + background-color: var(--inpage-text-highlight-color); +} + +.back-to-reference-btn:focus { + outline: 2px solid transparent; + outline-offset: 2px; +} + +.back-to-reference-btn:focus-visible { + box-shadow: none; +} +.hide{ + display: none; +} + + .collapse.show{ + display: block !important; +} + +/*print style*/ +@media print { + /* All your print styles go here */ + header, + nav, + footer, + body::after, + .ltx_page_footer, + .ltx_page_main >.ltx_TOC.flex, + .back-to-reference-btn, + #small-report-button, + #openForm{ + display: none; + } + + /*problem*/ + .ltx_page_main { + display: block; + width:95%; + } + + header{ + padding: 1em; + } + .ar5iv-footer-button{ + margin-right: 0em; + } + .ltx_para{ + overflow: scroll; + } +} + +.ltx_bibitem{ + padding-left: 10px; +} + +.ltx_text{ + white-space: normal; +} +.ltx_listingline{ + white-space: normal; +} +article{ + width: 100%; +} +.ltx_bibblock{ + box-sizing: border-box; + width: 100%; +} +.ltx_table{ + overflow-x: scroll; +} + +.bg-body-tertiary{ + background-color: #b31313 !important; + position: fixed; + z-index:1000; +} + +.navbar-toggler:focus { + box-shadow: none; +} + +[data-bs-theme=dark] .navbar-toggler-icon { + --bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' height='1em' viewBox='0 0 448 512'%3E%3Cstyle%3Esvg%7Bfill%3A%23fdf7f7%7D%3C/style%3E%3Cpath d='M0 96C0 78.3 14.3 64 32 64H416c17.7 0 32 14.3 32 32s-14.3 32-32 32H32C14.3 128 0 113.7 0 96zM0 256c0-17.7 14.3-32 32-32H416c17.7 0 32 14.3 32 32s-14.3 32-32 32H32c-17.7 0-32-14.3-32-32zM448 416c0 17.7-14.3 32-32 32H32c-17.7 0-32-14.3-32-32s14.3-32 32-32H416c17.7 0 32 14.3 32 32z'/%3E%3C/svg%3E"); +} + + + + + +.package-alerts { + display: block; + background-color: var(--error-background-color); + border-width: 1px; + border-style: solid; + border-color: var(--error-text-color); + color: var(--error-text-color); + border-radius: 1em; + font-size: .9em; + padding: 1em; + margin-bottom: 2em; +} +.package-alerts button { + float: right; + margin-left: 1em; + margin-bottom: 1em; + border: 1px solid #970503; + background-color: #b31b1b; + border-radius: 7px; + padding: 0.1em 0.25em 0.25em 0.25em; + transition: background-color .2s ease-in-out; +} +.package-alerts button svg { + background-color: transparent; + fill: #ffffff; +} +.package-alerts button:hover { + background-color: #fb595a; +} +.package-alerts a { + color: var(--error-link-color) !important; +} + + +/*mobile*/ +@media only screen and (max-width: 719px) { + .ltx_note > .ltx_note_mark{ + font-size: 1.2em; + padding: 0.5rem; + font-weight: bold; + text-decoration: underline; + } + .header-message { + max-width:100%; + display: none; + } + .report-container { + display: none; + } + .report-container-mobile { + display: block; + margin: 1em auto; + border: 1px solid #cecece; + padding: 1em; + max-width: 150px; + box-shadow: 1px 3px 8px 0.1px grey; + border-radius: .5em + } + .logo { + display: none; + } + .logomark { + display: inline-flex; + } + .banner { + display: none; + } + #footer{ + margin-bottom: 8vh; + } + header { + gap: .75em; + padding-right: 3em; + padding-left: 3em; + } + + .header-message { + max-width: 100%; + display: none; + } + + .body-message { + display: none; + } + + .body-message-mobile { + display: block; + margin: 1em auto; + border: 1px solid #cecece; + padding: 1em; + max-width: 150px; + box-shadow: 1px 3px 8px 0.1px grey; + border-radius: .5em + } + + .logo { + display: none; + } + + .logomark { + display: inline-flex; + } + + .banner { + display: none; + } + + #listIcon, #arrowIcon { + display: none; + } + + .ltx_page_main >.ltx_TOC.mobile { + overflow-y: scroll; + margin-bottom: 0; + background-color: #f1f1f1; + position: fixed; + width:100%; + z-index:1; + padding-top:3em; + padding-bottom: 1em; + max-height: 60vh; + height: auto; + } + .ltx_page_main >.ltx_TOC.mobile:not(.show) { + + } + + [data-theme=dark] .ltx_page_main >.ltx_TOC.mobile{ + background-color: #5e5e5e; + } + + .ltx_toclist{ + margin-top: 2.5rem; + padding-top: 2rem; + display: block !important; + } + + .ltx_page_main > .ltx_page_content{ + padding:1em; + margin: 3.5em 0 1em 0; + width: 100%; + } + + .ltx_page_main{ + padding:0; + display: inline-block; + } + + header.mob_header { + display:flex; + position:fixed; + z-index:1000; + } + header.desktop_header { + display:none; + } + + section{ + scroll-margin-top: 85px; + } + + .ltx_bibitem { + scroll-margin-top: 80px; /* equal to the height of your fixed header */ + } + + } + /* narrow desktop */ + @media only screen and (min-width: 980px) and (max-width: 1180px) { + .ltx_page_main > .ltx_page_content { + margin: 6.5em 1em 3.5em 1em; + } + } + + /* tablet */ + @media only screen and (min-width: 720px) and (max-width: 980px) { + .ltx_page_main > .ltx_page_content{ + margin: 6.5em 2em 3.5em 2em; 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