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STAMPsy

STAMPsy is a spatiotemporal-aware mixed-type dialogue dataset for online psychological counseling. With helping skills, spatiotemporal-stamps and iterative self-feedback, effective Self-STAMPsy can clarify goals, be world aware and self-optimizing. STAMPsy是面向在线心理咨询的时空混合类型对话数据集。通过辅助技能、时空信息标记和迭代的自我反馈,有效的自我标记可以明确目标、感知世界和自我优化。

This repo is for the paper: STAMPsy: Towards SpatioTemporal-Aware Mixed-Type Dialogues for Psychological Counseling

Accepted by AAAI, Oral Presentation arxiv paper link

An example of STAMPsy with spatiotemporal state and reference knowledge. WPS Office 2025-04-30 11 37 15

获取STAMPsy | Access to STAMPsy

我们提供了少部分STAMPsy的样例(STAMPsy_example.json)

为确保数据使用的合法合规,完整数据集的获取需要签署使用用户协议,按照指引文档逐步完成相关操作流程:如您同意规定,请在用户协议中填写相关用户信息,【授权时间】,并在协议最后【电子签名】,将pdf格式的用户协议发送到邮箱 wake_up@foxmail.com。 我们在审核后会通过邮件发送完整的数据集的下载链接。

The English version of STAMPsy user agreement is soon coming.

微调代码我们参考了项目https://github.com/hiyouga/LLaMA-Factory 评测代码我们参考了代码https://github.com/GrittyChen/NLG-evaluation

引用 | citing

Please kindly cite our paper if this paper and the dataset are helpful.

@misc{wang2024stampsyspatiotemporalawaremixedtypedialogues,
      title={STAMPsy: Towards SpatioTemporal-Aware Mixed-Type Dialogues for Psychological Counseling}, 
      author={Jieyi Wang and Yue Huang and Zeming Liu and Dexuan Xu and Chuan Wang and Xiaoming Shi and Ruiyuan Guan and Hongxing Wang and Weihua Yue and Yu Huang},
      year={2024},
      eprint={2412.16674},
      archivePrefix={arXiv},
      primaryClass={cs.AI},
      url={https://arxiv.org/abs/2412.16674}, 
}

联系方式 | Contact Info

如您对论文或数据集获取有任何疑问,欢迎联系

Joy Wang wake_up@foxmail.com

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STAMPsy is a spatiotemporal-aware mixed-type dialogue dataset for online psychological counseling. With helping skills, spatiotemporal-stamps and iterative self-feedback, effective Self-STAMPsy can clarify goals, be world aware and self-optimizing.

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