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@yale-nlp Yale-NLP

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    36 repositories

    • yale-nlp.github.io

      Public
      SCSS
      •4•1•0•1•Updated Nov 12, 2025Nov 12, 2025

    • medical-rag

      Public
      Python
      •
      Apache License 2.0
      •0•1•0•0•Updated Nov 5, 2025Nov 5, 2025

    • MCTS-RAG

      Public
      Data and Code for EMNLP 2025 Findings Paper "MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search"
      Python
      •
      MIT License
      •11•79•3•0•Updated Nov 4, 2025Nov 4, 2025

    • MDCure

      Public
      MDCure: A Scalable Pipeline for Multi-Document Instruction-Following (ACL 2025)
      Python
      •
      MIT License
      •2•9•0•1•Updated Nov 3, 2025Nov 3, 2025

    • MetaFaith

      Public
      MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs (EMNLP 2025)
      Python
      •
      MIT License
      •1•7•0•0•Updated Nov 3, 2025Nov 3, 2025

    • CourtReasoner

      Public
      Repository for the paper "CourtReasoner: Can LLM Agents Reason Like Judges?"
      Python
      •0•1•0•0•Updated Oct 30, 2025Oct 30, 2025

    • SciReas-Eval

      Public
      Python
      •0•6•1•0•Updated Oct 15, 2025Oct 15, 2025

    • MSRS

      Public
      Data and Code for COLM 2025 Paper "MSRS: Evaluating Multi-Source Retrieval-Augmented Generation"
      Python
      •
      MIT License
      •5•33•0•0•Updated Aug 29, 2025Aug 29, 2025

    • RoMMath

      Public
      Data and Code for NAACL 2025 paper "Are Multimodal LLMs Robust Against Adversarial Perturbations? RoMMath: A Systematic Evaluation on Multimodal Math Reasoning"
      Python
      •0•2•0•0•Updated Aug 26, 2025Aug 26, 2025

    • SciArena

      Public
      Analysis code for Neurips 2025 paper "SciArena: An Open Evaluation Platform for Foundation Models in Scientific Literature Tasks"
      Python
      •8•54•2•1•Updated Aug 6, 2025Aug 6, 2025

    • LimitGen

      Public
      Data and Code for ACL 2025 Paper "Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers"
      Jupyter Notebook
      •0•7•1•0•Updated Jul 24, 2025Jul 24, 2025

    • AbGen

      Public
      Data and code for the ACL 2025 paper "AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research"
      Python
      •2•4•0•0•Updated Jul 24, 2025Jul 24, 2025

    • SciSketch

      Public
      Python
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      MIT License
      •0•1•0•0•Updated Jun 20, 2025Jun 20, 2025

    • cpsc477

      Public
      Course website for CPSC 477/577 Natural Language Processing Spring 2025 at Yale University
      SCSS
      •
      MIT License
      •0•1•0•0•Updated Apr 10, 2025Apr 10, 2025

    • Physics

      Public
      Python
      •
      MIT License
      •2•21•2•0•Updated Apr 1, 2025Apr 1, 2025

    • MMVU

      Public
      Data and Code for CVPR 2025 paper "MMVU: Measuring Expert-Level Multi-Discipline Video Understanding"
      Python
      •1•75•0•0•Updated Feb 28, 2025Feb 28, 2025

    • SciDQA

      Public
      Python
      •0•4•0•0•Updated Feb 26, 2025Feb 26, 2025

    • M3SciQA

      Public
      Python
      •1•11•1•0•Updated Jan 13, 2025Jan 13, 2025

    • DocMath-Eval

      Public
      Data and Code for ACL 2024 paper "DocMath-Eval: Evaluating Math Reasoning Capabilities of LLMs in Understanding Long and Specialized Documents"
      Python
      •0•23•2•0•Updated Dec 21, 2024Dec 21, 2024

    • bay-calibration-llm-evaluators

      Public
      Jupyter Notebook
      •
      Apache License 2.0
      •0•3•0•0•Updated Nov 18, 2024Nov 18, 2024

    • TAIL

      Public
      A Toolkit for Automatic and Realistic Long-Context Large Language Model Evaluation
      Python
      •0•6•0•0•Updated Nov 14, 2024Nov 14, 2024

    • TOMATO

      Public
      Python
      •0•34•3•0•Updated Nov 8, 2024Nov 8, 2024

    • COMAL

      Public
      Python
      •0•1•0•0•Updated Oct 31, 2024Oct 31, 2024

    • ReIFE

      Public
      Python
      •0•2•0•0•Updated Oct 10, 2024Oct 10, 2024

    • ODSum

      Public
      Data and code for paper "ODSum: New Benchmarks for Open Domain Multi-Document Summarization"
      Python
      •
      MIT License
      •2•11•1•0•Updated Sep 20, 2024Sep 20, 2024

    • MRoSE

      Public
      Python
      •0•0•0•0•Updated Sep 19, 2024Sep 19, 2024

    • FinanceMath

      Public
      Data and Code for the paper "FinanceMath: Knowledge-Intensive Math Reasoning in Finance Domains"
      Python
      •5•24•1•0•Updated Aug 10, 2024Aug 10, 2024

    • refdpo

      Public
      Python
      •1•16•1•0•Updated Jul 23, 2024Jul 23, 2024

    • lm-contamination-survey

      Public
      This is the repo for ACL 2024 Finding paper - Unveiling the Spectrum of Data Contamination in Language Model: A Survey from Detection to Remediation
      0•9•0•0•Updated Jun 27, 2024Jun 27, 2024

    • code-llm-contamination

      Public
      Python
      •
      MIT License
      •2•13•0•0•Updated May 16, 2024May 16, 2024