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@THU-BPM BPM Team of Tsinghua University

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    38 repositories

    • RLCSD

      Public
      Source code of paper "RLCSD: Reinforcement Learning with Contrastive On-Policy Self-Distillation"
      reinforcement-learningopdself-distillation
      reinforcement-learningopdself-distillationopsdlarge-language-modelsllmon-policy-distillation
      Python
      •
      MIT License
      •4•110•0•0•Updated Sep 14, 2026Sep 14, 2026

    • MarkLLM

      Public
      [EMNLP 2024 Demo] MarkLLM: An Open-Source Toolkit for LLM Watermarking
      toolkitsafetywatermark
      toolkitsafetywatermarktrustworthy-ailarge-language-modelsllm
      Python
      •
      Apache License 2.0
      •95•1.1k•0•1•Updated Sep 5, 2026Sep 5, 2026

    • Omni-SafetyBench

      Public
      [ACM MM 2026 Oral] Code for paper "Omni-SafetyBench: A Benchmark for Safety Evaluation of Audio-Visual Large Language Models".
      benchmarkevaluationsafety
      benchmarkevaluationsafetytrustworthy-ailarge-language-modelsllmomni-modalollm
      Python
      •
      Apache License 2.0
      •4•115•0•0•Updated Aug 26, 2026Aug 26, 2026

    • MarkDiffusion

      Public
      [JMLR] MarkDiffusion: An Open-Source Toolkit for Generative Watermarking of Latent Diffusion Models
      toolkitsafetywatermark
      toolkitsafetywatermarkdiffusiontrustworthy-ai
      Jupyter Notebook
      •
      Apache License 2.0
      •19•332•0•0•Updated Jul 11, 2026Jul 11, 2026

    • UVC

      Public
      [ECCV 2026 Main] Code for paper "Unmasking-Time Visual Calibration for Hallucination Mitigation in Multimodal Discrete Diffusion Language Models"
      Python
      •
      Apache License 2.0
      •0•1•0•0•Updated Jun 21, 2026Jun 21, 2026

    • d-TreeRPO

      Public
      [ACL 2026 Main] Code for paper "d-TreeRPO: Towards More Reliable Policy Optimization for Diffusion Language Models"
      reinforcement-learninglarge-language-modelsllm
      reinforcement-learninglarge-language-modelsllmdiffusion-llmdllm
      Python
      •
      MIT License
      •0•12•0•0•Updated Jan 6, 2026Jan 6, 2026

    • Watermark-Radioactivity-Attack

      Public
      [ACL 2025 Main] Code and data for paper "Can LLM Watermarks Robustly Prevent Unauthorized Knowledge Distillation?"
      attackradioactivitywatermark
      attackradioactivitywatermarkllm
      Python
      •2•23•0•0•Updated Jun 18, 2025Jun 18, 2025

    • WaterSeeker

      Public
      [NAACL 2025 Findings] Code and data for paper "WaterSeeker: Pioneering Efficient Detection of Watermarked Segments in Large Language Models."
      segmentswatermark
      segmentswatermark
      Python
      •1•9•0•0•Updated May 20, 2025May 20, 2025

    • ICT

      Public
      Official repo for ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models
      Python
      •1•30•4•0•Updated Mar 24, 2025Mar 24, 2025

    • Watermarked_LLM_Identification

      Public
      Code and data for paper "Can Watermarked LLMs be Identified by Users via Crafted Prompts?" Accepted by ICLR 2025 (Spotlight)
      Python
      •
      Apache License 2.0
      •4•28•0•0•Updated Dec 28, 2024Dec 28, 2024

    • Robust_Watermark

      Public
      [ICLR 2024] Code and data for paper "A Semantic Invariant Robust Watermark for Large Language Models".
      Python
      •7•39•0•0•Updated Nov 13, 2024Nov 13, 2024

    • Env-DocRE

      Public
      Code and data for ACL 2024 Findings paper "On the Robustness of Document-Level Relation Extraction Models to Entity Name Variations"
      Python
      •
      MIT License
      •0•8•0•0•Updated Sep 7, 2024Sep 7, 2024

    • MRE

      Public
      Python
      •
      MIT License
      •1•2•2•0•Updated Aug 3, 2024Aug 3, 2024

    • LLMArena

      Public
      Code for paper "LLMARENA: Assessing Capabilities of Large Language Models in Dynamic Multi-Agent Environments" accepted by ACL 2024
      Python
      •0•10•0•0•Updated Jun 5, 2024Jun 5, 2024

    • unforgeable_watermark

      Public
      [ICLR 2024] Source code of paper "An Unforgeable Publicly Verifiable Watermark for Large Language Models"
      Python
      •2•34•0•0•Updated May 23, 2024May 23, 2024

    • Pinocchio

      Public
      Dataset Pinocchio for paper "Towards Understanding Factual Knowledge of Large Language Models" accepted by ICLR 2024 (Spotlight)
      1•12•1•0•Updated Mar 13, 2024Mar 13, 2024

    • RAPL

      Public
      Code and data for EMNLP 2023 paper "RAPL: A Relation-Aware Prototype Learning Approach for Few-Shot Document-Level Relation Extraction"
      Python
      •
      MIT License
      •1•18•0•0•Updated Mar 6, 2024Mar 6, 2024

    • MR2

      Public
      HTML
      •
      Other
      •7•61•2•0•Updated Jan 8, 2024Jan 8, 2024

    • APARN

      Public
      Code and datasets of our paper "AMR-based Network for Aspect-based Sentiment Analysis" accepted by ACL 2023.
      Python
      •
      MIT License
      •3•17•6•0•Updated Dec 28, 2023Dec 28, 2023

    • PROMU

      Public
      Source code of paper:"Prompt Me Up: Unleashing the Power of Alignments for Multimodal Entity and Relation Extraction".
      Python
      •0•21•2•0•Updated Nov 3, 2023Nov 3, 2023

    • FSMR

      Public
      The source code of paper "A Feature Swapping Multi-modal Reasoning Framework for PMR""
      Python
      •
      Apache License 2.0
      •0•2•0•0•Updated Oct 21, 2023Oct 21, 2023

    • CD-Text2SQL-CG

      Public
      0•4•0•0•Updated Oct 9, 2023Oct 9, 2023

    • SelfORE

      Public
      The source code of paper "SelfORE: Self-supervised Relational Feature Learning for Open Relation Extraction"
      Python
      •11•48•5•3•Updated Oct 7, 2023Oct 7, 2023

    • RE2

      Public
      The source code of paper "Think Rationally about What You See: Continuous Rationale Extraction for Relation Extraction" at SIGIR 2023.
      Python
      •0•8•0•0•Updated Sep 28, 2023Sep 28, 2023

    • chatgpt-sql

      Public
      The prediction results of ChatGPT on various datasets of Text-to-SQL.
      Python
      •12•106•3•0•Updated Jun 14, 2023Jun 14, 2023

    • SelfLRE

      Public
      Python
      •1•2•0•0•Updated Jun 8, 2023Jun 8, 2023

    • ReRead

      Public
      The source code of paper "Read it Twice: Towards Faithfully Interpretable Fact Verification by Revisiting Evidence" at SIGIR 2023.
      Python
      •0•7•1•0•Updated Jun 8, 2023Jun 8, 2023

    • SoftMV

      Public
      The source code of paper "Enhancing Cross-lingual Natural Language Inference by Soft Prompting with Multilingual Verbalizer" at ACL 2023.
      Python
      •
      MIT License
      •0•3•0•0•Updated May 16, 2023May 16, 2023

    • MultiSCL

      Public
      The source code of paper "A Multi-level Supervised Contrastive Learning Framework for Low-Resource Natural Language Inference" at TASLP.
      0•4•0•0•Updated May 15, 2023May 15, 2023

    • PairSCL

      Public
      The source code of paper "PAIR-LEVEL SUPERVISED CONTRASTIVE LEARNING FOR NATURAL LANGUAGE INFERENCE" at ICASSP 2022.
      Python
      •
      MIT License
      •2•45•1•0•Updated May 15, 2023May 15, 2023
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