Repositories list

• AutoSchemaKG

  Public
  This repository contains the implementation of AutoSchemaKG, a novel framework for automatic knowledge graph construction that combines schema generation via conceptualization.

  Python

  •

  MIT License

  •59•492•1•0•Updated Sep 20, 2025Sep 20, 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•2•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

• MarCon

  Public
  [ACL 2025] Revisiting Epistemic Markers in Confidence Estimation: Can Markers Accurately Reflect Large Language Models' Uncertainty?.

  uncertainty-estimationconfidence-estimationepistemic-uncertainty+ 1confidence-calibration

  Python

  •1•6•0•1•Updated Aug 2, 2025Aug 2, 2025

• Awesome-LLM-Scientific-Discovery

  Public
  [EMNLP2025] From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery

  MIT License

  •35•237•0•0•Updated Jul 31, 2025Jul 31, 2025

• MCIP

  Public
  Python

  •

  MIT License

  •0•6•1•0•Updated Jul 21, 2025Jul 21, 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

• privacy

  Public
  HTML

  •0•2•0•0•Updated Jun 17, 2025Jun 17, 2025

• TEGA

  Public
  [ACL 2025] Enhancing Transformers for Generalizable First-Order Logical Entailment

  Python

  •

  MIT License

  •0•0•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•1•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•1•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•0•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

  •10•0•0•0•Updated May 16, 2025May 16, 2025

• PrivaCI-Bench

  Public
  Jupyter Notebook

  •

  MIT License

  •2•16•0•0•Updated Apr 23, 2025Apr 23, 2025

• CoT-ICL-Eval

  Public
  Official Repository for Paper: The Curse of CoT: On the Limitations of Chain-of-Thought in In-Context Learning

  Python

  •

  MIT License

  •9•50•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

• KnovexDB

  Public
  A neural graph database engine

  Python

  •1•0•0•0•Updated Mar 20, 2025Mar 20, 2025

• LogiDynamics

  Public
  [EMNLP2025] LogiDynamics: Unraveling the Dynamics of Logical Inference in Large Language Model Reasoning

  Python

  •

  MIT License

  •1•2•1•0•Updated Mar 17, 2025Mar 17, 2025

• XToM

  Public
  Data and Code for paper “X-ToM: Exploring the Multilingual Theory of Mind for Large Language Models”

  MIT License

  •0•1•0•0•Updated Mar 14, 2025Mar 14, 2025

• ODDA-Data-Augmentation

  Public
  Codes and data for the EACL 2024 Findings paper: On-the-fly Denoising for Data Augmentation in Natural Language Understanding.

  Python

  •

  Apache License 2.0

  •1•0•0•0•Updated Mar 14, 2025Mar 14, 2025

• event-temporal-knowledge-conflict

  Public
  Codes and data for the NAACL 2024 Findings paper: Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning

  Jupyter Notebook

  •1•0•0•0•Updated Mar 14, 2025Mar 14, 2025

• StoryAnalogy

  Public
  This repo contains the dataset and code in the EMNLP'23 paper: StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding.

  MIT License

  •1•0•0•0•Updated Mar 12, 2025Mar 12, 2025

• complex-commonsense-reasoning

  Public
  Official repo for the ACL'24 paper Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs.

  Python

  •1•0•0•0•Updated Mar 11, 2025Mar 11, 2025

• APSI

  Public
  Code for EMNLP 2020 paper: Analogous Process Structure Induction for Sub-event Sequence Prediction

  Python

  •

  MIT License

  •2•0•0•0•Updated Mar 11, 2025Mar 11, 2025

• FolkScope

  Public
  Codes and Datasets for the ACL2023 Findings Paper: FolkScope: Intention Knowledge Graph Construction for Discovering E-commerce Commonsense

  generative-modele-commercecommonsense-knowledge+ 2large-language-modelsllms

  Python

  •

  MIT License

  •5•36•1•0•Updated Mar 3, 2025Mar 3, 2025