Repositories list

• Chat2Workflow

  Public

  zjunlp/Chat2Workflow’s past year of commit activity
  Chat2Workflow: A Benchmark for Generating Executable Visual Workflows with Natural Language

  agentworkflownatural-language-processing+ 5

  agentworkflownatural-language-processingdifyworkflow-generationlarge-language-modelschat2agentchat2workflow

  Python

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  MIT License

  •22 forks•2222 stars•00 issues•00 pull requests•Updated Apr 24, 2026Apr 24, 2026

• LightMem

  Public

  zjunlp/LightMem’s past year of commit activity
  [ICLR 2026] LightMem: Lightweight and Efficient Memory-Augmented Generation

  pythonagentlightweight+ 14

  pythonagentlightweightnatural-language-processingknowledgememorychatbotpersonalizationartificial-intelligencememory-management+ 7

  Python

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  MIT License

  •7070 forks•769769 stars•33 issues•22 pull requests•Updated Apr 24, 2026Apr 24, 2026

• SkillNet

  Public

  zjunlp/SkillNet’s past year of commit activity
  Create, Evaluate, and Connect AI Skills

  natural-language-processingskillsartificial-intelligence+ 6

  natural-language-processingskillsartificial-intelligenceknowledge-graphai-agentsopenkglarge-language-modelsai-skillsskillnet

  Python

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  MIT License

  •7070 forks•701701 stars•00 issues•00 pull requests•Updated Apr 23, 2026Apr 23, 2026

• SciNet

  Public

  zjunlp/SciNet’s past year of commit activity
  A Large-Scale Knowledge Graph for Automated Scientific Research

  agentresourceknowledge-graph+ 13

  agentresourceknowledge-graphscinetautonomous-agentai-agentlarge-language-modelsllmai-for-scienceresearch-automation+ 6

  Python

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  MIT License

  •00 forks•44 stars•00 issues•00 pull requests•Updated Apr 23, 2026Apr 23, 2026

• MemBase

  Public
  A Comprehensive Benchmarking Framework for Long-Term Conversational Memory Layers

  benchmarknatural-language-processingartificial-intelligence+ 4

  benchmarknatural-language-processingartificial-intelligencelarge-language-modelsai-memorymemory-systemagent-memory

  Python

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  MIT License

  •33 forks•2424 stars•11 issue•00 pull requests•Updated Apr 22, 2026Apr 22, 2026

• LLMAgentPapers

  Public

  zjunlp/LLMAgentPapers’s past year of commit activity
  Must-read Papers on LLM Agents.

  nlpagentreview+ 14

  nlpagentreviewnatural-language-processingenvironmentinteractivepromptsurveymultiagent-systemssurveys+ 7

  180180 forks•3k3k stars•00 issues•00 pull requests•Updated Apr 17, 2026Apr 17, 2026

• SkillX

  Public

  zjunlp/SkillX’s past year of commit activity
  SkillX: Automatically Constructing Skill Knowledge Bases for Agents

  natural-language-processingskillsartificial-intelligence+ 4

  natural-language-processingskillsartificial-intelligencelarge-language-modelsagentic-aiagent-skillsskillx

  Python

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  MIT License

  •99 forks•9595 stars•22 issues•00 pull requests•Updated Apr 13, 2026Apr 13, 2026

• Skills

  Public

  zjunlp/Skills’s past year of commit activity
  Python

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  MIT License

  •00 forks•77 stars•00 issues•00 pull requests•Updated Apr 9, 2026Apr 9, 2026

• InnoEval

  Public

  zjunlp/InnoEval’s past year of commit activity
  InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem

  agentnatural-language-processinglarge-language-models+ 3

  agentnatural-language-processinglarge-language-modelsretrieval-augmented-generationidea-evaluatorinnoeval

  Python

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  MIT License

  •33 forks•2121 stars•11 issue•00 pull requests•Updated Apr 7, 2026Apr 7, 2026

• LightThinker

  Public

  zjunlp/LightThinker’s past year of commit activity
  [EMNLP 2025] LightThinker: Thinking Step-by-Step Compression

  natural-language-processingcompressionefficiency+ 7

  natural-language-processingcompressionefficiencyartificial-intelligencegenerationreasoningstep-by-steplarge-language-modelslow-thinkinglightthinker

  Python

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  MIT License

  •55 forks•154154 stars•00 issues•00 pull requests•Updated Apr 7, 2026Apr 7, 2026

• EasyEdit

  Public

  zjunlp/EasyEdit’s past year of commit activity
  [ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.

  natural-language-processingtoolefficient+ 17

  natural-language-processingtoolefficientartificial-intelligencellamagptbaichuanmmeditunlearningtrustworthy-ai+ 10

  Jupyter Notebook

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  MIT License

  •357357 forks•2.8k2.8k stars•55 issues•00 pull requests•Updated Apr 1, 2026Apr 1, 2026

• predict-before-execute

  Public

  zjunlp/predict-before-execute’s past year of commit activity
  Can We Predict Before Executing Machine Learning Agents?

  agentmachine-learningnatural-language-processing+ 4

  agentmachine-learningnatural-language-processingrolloutmlagentlarge-language-modelsprocess-reward-model

  Python

  •00 forks•1515 stars•00 issues•00 pull requests•Updated Mar 10, 2026Mar 10, 2026

• belief

  Public

  zjunlp/belief’s past year of commit activity
  Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency

  agentnatural-language-processingmulti-agent-systems+ 7

  agentnatural-language-processingmulti-agent-systemsbeliefconfidencencbtruthfulnesslarge-language-modelsretrieval-augmented-generationneighbor-consistency-belief

  Python

  •11 fork•77 stars•11 issue•00 pull requests•Updated Feb 11, 2026Feb 11, 2026

• Data2Behavior

  Public
  From Data to Behavior: Predicting Unintended Model Behaviors Before Training

  natural-language-processingsteering-behaviorslarge-language-models+ 3

  natural-language-processingsteering-behaviorslarge-language-modelslarge-language-modelsteering-controlsdata2behavior

  MIT License

  •00 forks•44 stars•11 issue•00 pull requests•Updated Feb 4, 2026Feb 4, 2026

• MemP

  Public
  MemP: Exploring Agent Procedural Memory

  agentnatural-language-processinglarge-language-models+ 3

  agentnatural-language-processinglarge-language-modelsai-memorymemory-systemmemp

  Python

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  MIT License

  •00 forks•2020 stars•00 issues•00 pull requests•Updated Jan 30, 2026Jan 30, 2026

• DataMind

  Public

  zjunlp/DataMind’s past year of commit activity
  [ICLR/AAAI 2026] Open-Source LLM-Based Data Analysis Agents

  agentdata-sciencenatural-language-processing+ 4

  agentdata-sciencenatural-language-processingreinforcement-learningartificial-intelligencedata-analysislarge-language-models

  Python

  •77 forks•8282 stars•00 issues•00 pull requests•Updated Jan 26, 2026Jan 26, 2026

• WorldMind

  Public
  Aligning Agentic World Models via Knowledgeable Experience Learning

  agentnatural-language-processingartificial-intelligence+ 10

  agentnatural-language-processingartificial-intelligenceai-agentsembodied-artificial-intelligenceembodied-agentembodied-ailarge-language-modelsworld-modelingworld-model+ 3

  Python

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  MIT License

  •33 forks•3232 stars•11 issue•00 pull requests•Updated Jan 25, 2026Jan 25, 2026

• project

  Public
  Project homepages for the NLP & KG Group of Zhejiang University

  JavaScript

  •44 forks•88 stars•00 issues•00 pull requests•Updated Jan 21, 2026Jan 21, 2026

• LookAheadTuning

  Public
  [WSDM 2026] LookAhead Tuning: Safer Language Models via Partial Answer Previews

  natural-language-processingartificial-intelligencesafety+ 3

  natural-language-processingartificial-intelligencesafetyfine-tuninglarge-language-modelslookaheadtuning

  Python

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  MIT License

  •00 forks•1717 stars•00 issues•00 pull requests•Updated Dec 14, 2025Dec 14, 2025

• KnowRL

  Public
  KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality

  reinforcement-learningquestion-answeringhallucination+ 3

  reinforcement-learningquestion-answeringhallucinationfactualityknowledge-augmentationknowrl

  Python

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  MIT License

  •66 forks•4343 stars•00 issues•00 pull requests•Updated Dec 1, 2025Dec 1, 2025

• CaKE

  Public
  [EMNLP 2025] Circuit-Aware Editing Enables Generalizable Knowledge Learners

  machine-learningartificial-intelligenceinterpretability+ 6

  machine-learningartificial-intelligenceinterpretabilitycontinue-learninglarge-language-modelsmodel-editingknowledge-editingeasyeditknowledge-circuit

  Python

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  MIT License

  •33 forks•1919 stars•11 issue•00 pull requests•Updated Nov 17, 2025Nov 17, 2025

• KnowledgeCircuits

  Public

  zjunlp/KnowledgeCircuits’s past year of commit activity
  [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers

  natural-language-processingartificial-intelligencetransformer+ 8

  natural-language-processingartificial-intelligencetransformercircuitinterpretabilityhallucinationlarge-language-modelsmodel-editingknowledge-editingknowledge-edting+ 1

  Python

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  MIT License

  •1111 forks•165165 stars•00 issues•00 pull requests•Updated Nov 14, 2025Nov 14, 2025

• Knowledge2Data

  Public

  zjunlp/Knowledge2Data’s past year of commit activity
  [TASLP 2025] Spatial Knowledge Graph-Guided Synthesis for Multimodal LLMs

  natural-language-processingknowledge-graphgeneration+ 6

  natural-language-processingknowledge-graphgenerationsynthetic-datavisual-question-answeringlarge-language-modelsmultimodal-large-language-modelskg2dataspatial-knowledge-graph

  Python

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  MIT License

  •00 forks•88 stars•00 issues•00 pull requests•Updated Nov 1, 2025Nov 1, 2025

• xKG

  Public

  zjunlp/xKG’s past year of commit activity
  Executable Knowledge Graphs for Replicating AI Research

  agentnatural-language-processingartificial-intelligence+ 8

  agentnatural-language-processingartificial-intelligenceknowledge-graphai-researchlarge-language-modelsai4researchknowledge-augmentationxkgexecutable-knowledge-graph+ 1

  MIT License

  •00 forks•1313 stars•22 issues•00 pull requests•Updated Oct 20, 2025Oct 20, 2025

• AutoMind

  Public
  AutoMind: Adaptive Knowledgeable Agent for Automated Data Science

  Python

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  MIT License

  •77 forks•9090 stars•11 issue•00 pull requests•Updated Oct 9, 2025Oct 9, 2025

• BiasEdit

  Public
  [TrustNLP@NAACL 2025] BiasEdit: Debiasing Stereotyped Language Models via Model Editing

  natural-language-processingartificial-intelligenceediting+ 8

  natural-language-processingartificial-intelligenceeditingbiasstereotypesdebiasinglarge-language-modelsllmmodel-editingknowledge-editing+ 1

  Python

  •44 forks•1818 stars•00 issues•00 pull requests•Updated Sep 30, 2025Sep 30, 2025

• unlearn

  Public
  [ACL 2025] Knowledge Unlearning for Large Language Models

  natural-language-processingprivacyartificial-intelligence+ 7

  natural-language-processingprivacyartificial-intelligencecopyrightmachine-unlearningunlearninglarge-language-modelsknowledge-editingknowledge-unlearningsemeval-2025

  Python

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  MIT License

  •66 forks•4949 stars•00 issues•00 pull requests•Updated Sep 18, 2025Sep 18, 2025

• Deco

  Public
  [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation

  natural-language-processingdecodingartificial-intelligence+ 7

  natural-language-processingdecodingartificial-intelligencedocohallucinationlarge-language-modelsmllmmultimodal-large-language-modelshallucination-mitigationiclr2025

  Python

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  MIT License

  •1212 forks•142142 stars•22 issues•00 pull requests•Updated Sep 11, 2025Sep 11, 2025

• ChineseHarm-bench

  Public
  ChineseHarm-Bench: A Chinese Harmful Content Detection Benchmark

  benchmarknatural-language-processingresource+ 8

  benchmarknatural-language-processingresourceartificial-intelligencesafetychineseascendlarge-language-modelsharmful-content-detectionknowledge-augmentation+ 1

  Python

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  MIT License

  •33 forks•5353 stars•00 issues•00 pull requests•Updated Sep 2, 2025Sep 2, 2025

• OmniThink

  Public
  [EMNLP 2025] OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking

  natural-language-processingartificial-intelligencegeneration+ 15

  natural-language-processingartificial-intelligencegenerationgptreport-generationinformation-seekinglarge-language-modelsretrieval-augmented-generationqwengpt4o+ 8

  Python

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  MIT License

  •6464 forks•484484 stars•00 issues•00 pull requests•Updated Aug 23, 2025Aug 23, 2025