ZJUNLP

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105 repositories

DataMind
Public
[ICLR/AAAI/KDD2026] Open-Source LLM-Based Data Analysis Agents
agent data-science natural-language-processing
agent data-science natural-language-processing reinforcement-learning artificial-intelligence data-analysis large-language-models datamind longds-bench dataprm
Python
•10•107•0•0•Updated Jun 18, 2026Jun 18, 2026
LabVLA
Public
LabVLA: Grounding Vision–Language–Action Models in Scientific Laboratories
natural-language-processing artificial-intelligence vla
natural-language-processing artificial-intelligence vla embodied-cognition embodied-ai large-language-models vision-language-model embodied-intelligence automatic-scientific-discovery labvla
Python
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MIT License
•3•65•2•0•Updated Jun 18, 2026Jun 18, 2026
EasyEdit
Public
[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.
natural-language-processing tool efficient
natural-language-processing tool efficient artificial-intelligence llama gpt baichuan mmedit unlearning trustworthy-ai
Jupyter Notebook
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MIT License
•374•2.8k•0•4•Updated Jun 18, 2026Jun 18, 2026
LightMem
Public
[ICLR 2026] LightMem: Lightweight and Efficient Memory-Augmented Generation
python agent lightweight
python agent lightweight natural-language-processing knowledge memory chatbot personalization artificial-intelligence memory-management
Python
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MIT License
•88•935•3•5•Updated Jun 18, 2026Jun 18, 2026
LLMAgentPapers
Public
Must-read Papers on LLM Agents.
nlp agent review
nlp agent review natural-language-processing environment interactive prompt survey multiagent-systems surveys
182•3.1k•0•0•Updated Jun 18, 2026Jun 18, 2026
SciAtlas
Public
A Large-Scale Knowledge Graph for Automated Scientific Research
agent knowledge-graph scigraph
agent knowledge-graph scigraph scholar autonomous-agent ai-agent large-language-models llm ai-for-science research-automation
Python
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MIT License
•7•131•1•0•Updated Jun 17, 2026Jun 17, 2026
SkillAdaptor
Public
SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories
natural-language-processing skills large-language-models
natural-language-processing skills large-language-models llm skillnet skilladaptor
Python
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MIT License
•0•10•1•0•Updated Jun 17, 2026Jun 17, 2026
LightMem2
Public
A Plug-and-Play, Cost-Efficient, and Lightweight Memory Plugin for Long-Horizon LLM Agents
plugin natural-language-processing skills
plugin natural-language-processing skills memory codex ai-agent large-language-models cost-efficient claude-code lightmem
Python
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MIT License
•2•18•1•0•Updated Jun 16, 2026Jun 16, 2026
MemTrace
Public
MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems
agent debugging natural-language-processing
agent debugging natural-language-processing tool artificial-intelligence tracing large-language-models memory-system agent-tracing memtrace
Python
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MIT License
•3•57•0•0•Updated Jun 14, 2026Jun 14, 2026
Skills
Public
Python
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MIT License
•0•9•0•0•Updated Jun 11, 2026Jun 11, 2026
ParametricMemoryLaw
Public
How LoRA Remembers? A Parametric Memory Law for LLM Finetuning
natural-language-processing artificial-intelligence lora
natural-language-processing artificial-intelligence lora large-language-models llm agent-memory parameter-memory parametric-memory-law
Python
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MIT License
•1•5•1•0•Updated Jun 10, 2026Jun 10, 2026
smartcomment
Public
A lightweight Python tracing toolkit for recording execution graphs from existing systems.
python natural-language-processing tracing
python natural-language-processing tracing tracing-library agentic-workflow agentic-ai smartcomment
Python
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MIT License
•1•17•0•0•Updated Jun 7, 2026Jun 7, 2026
MemBase
Public
A Comprehensive Benchmarking Framework for Long-Term Conversational Memory Layers
benchmark natural-language-processing artificial-intelligence
benchmark natural-language-processing artificial-intelligence large-language-models ai-memory memory-system agent-memory
Python
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MIT License
•7•41•0•0•Updated Jun 6, 2026Jun 6, 2026
predict-before-execute
Public
Can We Predict Before Executing Machine Learning Agents?
agent machine-learning natural-language-processing
agent machine-learning natural-language-processing rollout mlagent large-language-models process-reward-model
Python
•0•18•0•0•Updated Jun 1, 2026Jun 1, 2026
CBM
Public
When Should Models Change Their Minds? Contextual Belief Management in Large Language Models
natural-language-processing artificial-intelligence mind
natural-language-processing artificial-intelligence mind belief continual-learning context-learning large-language-models context-engineering contextual-belief-management
Python
•0•9•0•0•Updated May 30, 2026May 30, 2026
SkillNet
Public
Create, Evaluate, and Connect AI Skills
natural-language-processing skills artificial-intelligence
natural-language-processing skills artificial-intelligence knowledge-graph ai-agents openkg large-language-models ai-skills skillnet
Python
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MIT License
•121•1k•0•0•Updated May 27, 2026May 27, 2026
Chat2Workflow
Public
Chat2Workflow: A Benchmark for Generating Executable Visual Workflows with Natural Language
agent workflow natural-language-processing
agent workflow natural-language-processing dify workflow-generation large-language-models chat2agent chat2workflow
Python
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MIT License
•3•37•0•0•Updated May 27, 2026May 27, 2026
KnowRL
Public
KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality
reinforcement-learning question-answering hallucination
reinforcement-learning question-answering hallucination factuality knowledge-augmentation knowrl
Python
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MIT License
•6•48•0•0•Updated May 19, 2026May 19, 2026
Mechanist
Public
AI Systems as Scientific Instruments for Understanding the Mechanisms of Intelligence
natural-language-processing artificial-intelligence agents
natural-language-processing artificial-intelligence agents scientific-instruments ai-systems large-language-models mechanistic-interpretability ai-scientist
MIT License
•0•2•0•0•Updated May 17, 2026May 17, 2026
WorldMind
Public
Aligning Agentic World Models via Knowledgeable Experience Learning
agent natural-language-processing artificial-intelligence
agent natural-language-processing artificial-intelligence ai-agents embodied-artificial-intelligence embodied-agent embodied-ai large-language-models world-modeling world-model
Python
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MIT License
•3•36•1•0•Updated May 15, 2026May 15, 2026
SkillX
Public
SkillX: Automatically Constructing Skill Knowledge Bases for Agents
natural-language-processing skills artificial-intelligence
natural-language-processing skills artificial-intelligence large-language-models agentic-ai agent-skills skillx
Python
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MIT License
•23•226•2•0•Updated Apr 30, 2026Apr 30, 2026
InnoEval
Public
[ICML 2026] InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem
agent natural-language-processing large-language-models
agent natural-language-processing large-language-models retrieval-augmented-generation idea-evaluator innoeval
Python
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MIT License
•3•24•1•0•Updated Apr 7, 2026Apr 7, 2026
LightThinker
Public
[EMNLP 2025] LightThinker: Thinking Step-by-Step Compression
natural-language-processing compression efficiency
natural-language-processing compression efficiency artificial-intelligence generation reasoning step-by-step large-language-model slow-thinking lightthinker
Python
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MIT License
•6•164•0•0•Updated Apr 7, 2026Apr 7, 2026
belief
Public
[ACL 2026] Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency
agent natural-language-processing multi-agent-systems
agent natural-language-processing multi-agent-systems belief confidence ncb truthfulness large-language-models retrieval-augmented-generation neighbor-consistency-belief
Python
•1•9•1•0•Updated Feb 11, 2026Feb 11, 2026
Data2Behavior
Public
From Data to Behavior: Predicting Unintended Model Behaviors Before Training
natural-language-processing steering-behaviors large-language-models
natural-language-processing steering-behaviors large-language-models large-language-model steering-controls data2behavior
MIT License
•0•4•1•0•Updated Feb 4, 2026Feb 4, 2026
MemP
Public
MemP: Exploring Agent Procedural Memory
agent natural-language-processing large-language-models
agent natural-language-processing large-language-models ai-memory memory-system memp
Python
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MIT License
•1•27•0•0•Updated Jan 30, 2026Jan 30, 2026
project
Public
Project homepages for the NLP & KG Group of Zhejiang University
JavaScript
•4•9•0•0•Updated Jan 21, 2026Jan 21, 2026
LookAheadTuning
Public
[WSDM 2026] LookAhead Tuning: Safer Language Models via Partial Answer Previews
natural-language-processing artificial-intelligence safety
natural-language-processing artificial-intelligence safety fine-tuning large-language-models lookaheadtuning
Python
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MIT License
•0•18•0•0•Updated Dec 14, 2025Dec 14, 2025
CaKE
Public
[EMNLP 2025] Circuit-Aware Editing Enables Generalizable Knowledge Learners
machine-learning artificial-intelligence interpretability
machine-learning artificial-intelligence interpretability continue-learning large-language-models model-editing knowledge-editing easyedit knowledge-circuit
Python
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MIT License
•3•20•1•0•Updated Nov 17, 2025Nov 17, 2025
KnowledgeCircuits
Public
[NeurIPS 2024] Knowledge Circuits in Pretrained Transformers
natural-language-processing artificial-intelligence transformer
natural-language-processing artificial-intelligence transformer circuit interpretability hallucination large-language-models model-editing knowledge-editing knowledge-edting
Python
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MIT License
•11•170•0•0•Updated Nov 14, 2025Nov 14, 2025

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