Repositories list

• Perfcodebench

  Public
  C++

  •00 forks•00 stars•11 issue•00 pull requests•Updated Jul 14, 2026Jul 14, 2026

• DeepRefine-Skill

  Public
  An agent skill to evolve the quality of LLM-Wiki (Graphify) at test time.

  knowledge-graphknowledge-baseagent-skills+ 1

  knowledge-graphknowledge-baseagent-skillsllm-wiki

  Python

  •

  MIT License

  •66 forks•8888 stars•00 issues•33 pull requests•Updated Jul 13, 2026Jul 13, 2026

• DeepRefine

  Public
  Training a general LLM-based reasoning model for agent-compiled knowledge refinement that evolves any KB with multi-turn interaction history via RL.

  agentreinforcement-learningknowledge-base+ 1

  agentreinforcement-learningknowledge-baseself-evolving

  Python

  •

  MIT License

  •00 forks•1313 stars•11 issue•00 pull requests•Updated Jul 13, 2026Jul 13, 2026

• EvolvingWorld

  Public
  Python

  •22 forks•1212 stars•00 issues•00 pull requests•Updated Jul 7, 2026Jul 7, 2026

• Awesome-LLM-Scientific-Discovery

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

  MIT License

  •5252 forks•422422 stars•33 issues•00 pull requests•Updated Jul 3, 2026Jul 3, 2026

• skillrevise

  Public
  Official release for SkillRevise: trace-conditioned revision of LLM-authored agent skills

  PDDL

  •

  MIT License

  •22 forks•33 stars•00 issues•00 pull requests•Updated Jun 16, 2026Jun 16, 2026

• MEMLENS

  Public
  Python

  •

  MIT License

  •11 fork•00 stars•00 issues•00 pull requests•Updated Jun 14, 2026Jun 14, 2026

• MultivationBench

  Public
  A benchmark for multimodal sequential motivation reasoning.

  Python

  •00 forks•11 star•00 issues•00 pull requests•Updated Jun 11, 2026Jun 11, 2026

• sentinelrag

  Public
  Python

  •

  MIT License

  •11 fork•00 stars•00 issues•00 pull requests•Updated Jun 5, 2026Jun 5, 2026

• HypoAgent

  Public
  Python

  •22 forks•33 stars•11 issue•00 pull requests•Updated Jun 1, 2026Jun 1, 2026

• KGPFN

  Public
  Python

  •00 forks•66 stars•00 issues•00 pull requests•Updated Jun 1, 2026Jun 1, 2026

• NGDBench

  Public
  Python

  •00 forks•66 stars•00 issues•00 pull requests•Updated May 29, 2026May 29, 2026

• Awesome-Agent-Harness

  Public
  66 forks•5959 stars•22 issues•22 pull requests•Updated May 28, 2026May 28, 2026

• CritiCal

  Public
  Code for CritiCal: Can Critique Help LLM Uncertainty or Confidence Calibration?

  Python

  •00 forks•55 stars•11 issue•00 pull requests•Updated May 25, 2026May 25, 2026

• NLISA_KDD2026

  Public
  Python

  •00 forks•00 stars•11 issue•00 pull requests•Updated May 23, 2026May 23, 2026

• NS3_KDD2026

  Public
  Python

  •00 forks•00 stars•11 issue•00 pull requests•Updated May 23, 2026May 23, 2026

• OmniCompliance-100K

  Public
  [ACL 2026 Findings] OmniCompliance-100K: A Multi-Domain, Rule-Grounded, Real-World Safety Compliance Dataset

  Python

  •

  MIT License

  •22 forks•33 stars•00 issues•00 pull requests•Updated May 22, 2026May 22, 2026

• AutoSchemaKG

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

  knowledge-graphgraph-constructionrag

  knowledge-graphgraph-constructionrag

  Python

  •

  MIT License

  •105105 forks•789789 stars•55 issues•00 pull requests•Updated Apr 29, 2026Apr 29, 2026

• CtrlHGen

  Public
  Python

  •00 forks•77 stars•11 issue•00 pull requests•Updated Apr 23, 2026Apr 23, 2026

• XToM

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

  MIT License

  •00 forks•33 stars•00 issues•00 pull requests•Updated Apr 20, 2026Apr 20, 2026

• Reasoning-Embedding

  Public
  The official repository of the paper "Do Reasoning Models Enhance Embedding Models?"

  similarityrepresentation-learningmanifold+ 3

  similarityrepresentation-learningmanifoldembeddingreasoningrlvr

  Python

  •

  MIT License

  •33 forks•3030 stars•00 issues•00 pull requests•Updated Apr 17, 2026Apr 17, 2026

• GrandGuard

  Public
  Python

  •11 fork•11 star•00 issues•00 pull requests•Updated Apr 16, 2026Apr 16, 2026

• InferenceDynamics

  Public
  [ACL 2026 Main] InferenceDynamics: Adaptive LLM Routing through Structured Capability and Knowledge Profiling

  PDDL

  •00 forks•22 stars•00 issues•00 pull requests•Updated Apr 16, 2026Apr 16, 2026

• ContextLens

  Public
  Python

  •

  MIT License

  •11 fork•22 stars•00 issues•00 pull requests•Updated Apr 14, 2026Apr 14, 2026

• MarConf

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

  uncertainty-estimationconfidence-estimationepistemic-uncertainty+ 1

  uncertainty-estimationconfidence-estimationepistemic-uncertaintyconfidence-calibration

  Python

  •11 fork•88 stars•00 issues•11 pull request•Updated Apr 14, 2026Apr 14, 2026

• amemgym

  Public
  Forked from its official site

  Python

  •

  MIT License

  •77 forks•00 stars•00 issues•00 pull requests•Updated Apr 7, 2026Apr 7, 2026

• MarPT

  Public
  Code for Prospect Theory Fails for LLMs: Instability of Decision-Making under Epistemic Uncertainty

  Python

  •00 forks•44 stars•11 issue•00 pull requests•Updated Mar 24, 2026Mar 24, 2026

• 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

  •00 forks•11 star•00 issues•00 pull requests•Updated Mar 19, 2026Mar 19, 2026

• NAACL

  Public
  The official codebase for our paper "NAACL: Noise-AwAre Verbal Confidence Calibration for LLMs in RAG Systems"

  Python

  •

  MIT License

  •11 fork•2424 stars•11 issue•00 pull requests•Updated Feb 28, 2026Feb 28, 2026

• NewtonBench

  Public
  [ICLR2026] NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents

  Python

  •

  MIT License

  •2222 forks•153153 stars•11 issue•00 pull requests•Updated Feb 27, 2026Feb 27, 2026