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    166 repositories

    • AutoSchemaKG

      Public
      This repository contains the implementation of AutoSchemaKG, a novel framework for automatic knowledge graph construction that combines schema generation via conceptualization.
      knowledge-graphgraph-constructionrag
      Python
      •
      MIT License
      •83•655•4•0•Updated Jan 5, 2026Jan 5, 2026

    • NewtonBench

      Public
      NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents
      Python
      •
      MIT License
      •19•132•1•0•Updated Dec 15, 2025Dec 15, 2025

    • AtlasKV

      Public
      AtlasKV: A scalable, effective, and general way to augment LLMs with billion-scale knowledge graphs using very little GPU memory cost.
      Python
      •
      MIT License
      •3•12•1•0•Updated Dec 1, 2025Dec 1, 2025

    • MarConf

      Public
      [ACL 2025] Revisiting Epistemic Markers in Confidence Estimation: Can Markers Accurately Reflect Large Language Models' Uncertainty?.
      uncertainty-estimationconfidence-estimationepistemic-uncertaintyconfidence-calibration
      Python
      •1•8•0•1•Updated Nov 25, 2025Nov 25, 2025

    • AutoGraph-R1

      Public
      Python
      •
      MIT License
      •1•23•0•0•Updated Nov 17, 2025Nov 17, 2025

    • privacy

      Public
      HTML
      •0•2•0•0•Updated Nov 17, 2025Nov 17, 2025

    • CritiCal

      Public
      Code for CritiCal: Can Critique Help LLM Uncertainty or Confidence Calibration?
      Python
      •0•6•1•0•Updated Nov 15, 2025Nov 15, 2025

    • MARS

      Public
      Code and dataset for the paper: MARS: Benchmarking the Metaphysical Reasoning Abilities of Language Models with a Multi-task Evaluation Dataset (https://arxiv.org/pdf/2406.02106).
      Python
      •
      MIT License
      •0•6•0•0•Updated Nov 10, 2025Nov 10, 2025

    • Awesome-LLM-Scientific-Discovery

      Public
      [EMNLP2025] From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery
      MIT License
      •36•286•0•0•Updated Nov 5, 2025Nov 5, 2025

    • DARK

      Public
      Code for DARK: Unifying Deductive and Abductive Reasoning in Knowledge Graphs with Masked Diffusion Model
      Python
      •
      MIT License
      •0•3•1•0•Updated Oct 13, 2025Oct 13, 2025

    • AbductiveKGR

      Public
      [ACL 2024] Implementation for Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation
      Python
      •1•15•0•0•Updated Oct 9, 2025Oct 9, 2025

    • LLM-Hanabi

      Public
      [EMNLP 2025 Wordplay] LLM-Hanabi Evaluating Multi-Agent Gameplays with Theory-of-Mind and Rationale Inference in Imperfect Information Collaboration Game
      Python
      •0•2•0•0•Updated Oct 4, 2025Oct 4, 2025

    • MASLegalBench

      Public
      Official Repository for MASLegalBench.
      Python
      •
      MIT License
      •0•0•0•0•Updated Sep 30, 2025Sep 30, 2025

    • MCIP

      Public
      Python
      •
      MIT License
      •2•10•1•0•Updated Sep 29, 2025Sep 29, 2025

    • InteGround

      Public
      Python
      •0•0•0•0•Updated Sep 20, 2025Sep 20, 2025

    • ContextReasoner

      Public
      Official Repository for Context Reasoner.
      Python
      •
      MIT License
      •0•7•0•0•Updated Sep 1, 2025Sep 1, 2025

    • MarPT

      Public
      Code for Prospect Theory Fails for LLMs: Instability of Decision-Making under Epistemic Uncertainty
      Python
      •0•1•1•0•Updated Aug 11, 2025Aug 11, 2025

    • CEQA

      Public
      Official Implementation of paper: Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints
      Python
      •
      MIT License
      •1•11•2•0•Updated Jul 15, 2025Jul 15, 2025

    • FedNGDB

      Public
      Python
      •1•0•0•0•Updated Jul 6, 2025Jul 6, 2025

    • TEGA

      Public
      [ACL 2025] Enhancing Transformers for Generalizable First-Order Logical Entailment
      Python
      •
      MIT License
      •0•1•0•0•Updated May 29, 2025May 29, 2025

    • ConKE

      Public
      0•1•1•0•Updated May 28, 2025May 28, 2025

    • Soft-Queries-on-Uncertain-KG

      Public
      Python
      •0•2•0•0•Updated May 28, 2025May 28, 2025

    • Robust-Rule-Induction

      Public
      Source code and data for paper "Patterns Over Principles: The Fragility of Inductive Reasoning in LLMs under Noisy Observations".
      Python
      •
      Apache License 2.0
      •0•1•0•0•Updated May 27, 2025May 27, 2025

    • CtrlHGen

      Public
      Python
      •0•2•0•0•Updated May 27, 2025May 27, 2025

    • KnowShiftQA

      Public
      [ACL 2025] KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education?
      Jupyter Notebook
      •
      MIT License
      •0•1•0•0•Updated May 25, 2025May 25, 2025

    • ComparisonQA

      Public
      Python
      •0•0•0•0•Updated May 25, 2025May 25, 2025

    • MMLongBench

      Public
      The official repo of the paper "MMLongBench Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly"
      Python
      •12•0•0•0•Updated May 16, 2025May 16, 2025

    • PrivaCI-Bench

      Public
      Jupyter Notebook
      •
      MIT License
      •4•20•0•0•Updated Apr 23, 2025Apr 23, 2025

    • CoT-ICL-Eval

      Public
      [TMLR'25] The Curse of CoT: On the Limitations of Chain-of-Thought in In-Context Learning
      Python
      •
      MIT License
      •9•53•0•0•Updated Apr 14, 2025Apr 14, 2025

    • PipeNet

      Public
      Code for PipeNet: Question Answering with Semantic Pruning over Knowledge Graphs
      Python
      •
      MIT License
      •0•1•0•0•Updated Mar 27, 2025Mar 27, 2025