ZJUNLP

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94 repositories

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•14•0•0•Updated Mar 10, 2026Mar 10, 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
•17•302•3•0•Updated Mar 8, 2026Mar 8, 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
•347•2.7k•6•0•Updated Mar 4, 2026Mar 4, 2026
Chat2Workflow
Public
Chat2Workflow: A Benchmark for Generating Executable Visual Workflows with Natural Language
agent workflow dify
agent workflow dify workflow-generation large-language-models chat2agent
Python
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MIT License
•1•4•0•0•Updated Feb 28, 2026Feb 28, 2026
Skills
Public
Python
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MIT License
•0•6•0•0•Updated Feb 24, 2026Feb 24, 2026
InnoEval
Public
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
•1•16•1•0•Updated Feb 17, 2026Feb 17, 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
•57•675•1•0•Updated Feb 17, 2026Feb 17, 2026
belief
Public
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•6•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•3•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
•0•16•2•0•Updated Jan 30, 2026Jan 30, 2026
DataMind
Public
[ICLR/AAAI 2026] 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
Python
•4•68•0•0•Updated Jan 26, 2026Jan 26, 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•31•0•0•Updated Jan 25, 2026Jan 25, 2026
project
Public
Project homepages for the NLP & KG Group of Zhejiang University
JavaScript
•4•8•0•0•Updated Jan 21, 2026Jan 21, 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
173•2.9k•0•0•Updated Jan 15, 2026Jan 15, 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•17•0•0•Updated Dec 14, 2025Dec 14, 2025
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
•5•40•0•0•Updated Dec 1, 2025Dec 1, 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•19•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•164•0•0•Updated Nov 14, 2025Nov 14, 2025
Knowledge2Data
Public
[TASLP 2025] Spatial Knowledge Graph-Guided Synthesis for Multimodal LLMs
natural-language-processing knowledge-graph generation
natural-language-processing knowledge-graph generation synthetic-data visual-question-answering large-language-models multimodal-large-language-models kg2data spatial-knowledge-graph
Python
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MIT License
•0•8•0•0•Updated Nov 1, 2025Nov 1, 2025
xKG
Public
Executable Knowledge Graphs for Replicating AI Research
agent natural-language-processing artificial-intelligence
agent natural-language-processing artificial-intelligence knowledge-graph ai-research large-language-models ai4research knowledge-augmentation xkg executable-knowledge-graph
MIT License
•0•12•2•0•Updated Oct 20, 2025Oct 20, 2025
AutoMind
Public
AutoMind: Adaptive Knowledgeable Agent for Automated Data Science
Python
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MIT License
•6•86•1•0•Updated Oct 9, 2025Oct 9, 2025
BiasEdit
Public
[TrustNLP@NAACL 2025] BiasEdit: Debiasing Stereotyped Language Models via Model Editing
natural-language-processing artificial-intelligence editing
natural-language-processing artificial-intelligence editing bias stereotypes debiasing large-language-models llm model-editing knowledge-editing
Python
•3•18•0•0•Updated Sep 30, 2025Sep 30, 2025
unlearn
Public
[ACL 2025] Knowledge Unlearning for Large Language Models
natural-language-processing privacy artificial-intelligence
natural-language-processing privacy artificial-intelligence copyright machine-unlearning unlearning large-language-models knowledge-editing knowledge-unlearning semeval-2025
Python
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MIT License
•7•48•0•0•Updated Sep 18, 2025Sep 18, 2025
Deco
Public
[ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation
natural-language-processing decoding artificial-intelligence
natural-language-processing decoding artificial-intelligence doco hallucination large-language-models mllm multimodal-large-language-models hallucination-mitigation iclr2025
Python
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MIT License
•11•137•1•0•Updated Sep 11, 2025Sep 11, 2025
ChineseHarm-bench
Public
ChineseHarm-Bench: A Chinese Harmful Content Detection Benchmark
benchmark natural-language-processing resource
benchmark natural-language-processing resource artificial-intelligence safety chinese ascend large-language-models harmful-content-detection knowledge-augmentation
Python
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MIT License
•2•48•0•0•Updated Sep 2, 2025Sep 2, 2025
OmniThink
Public
[EMNLP 2025] OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking
natural-language-processing artificial-intelligence generation
natural-language-processing artificial-intelligence generation gpt report-generation information-seeking large-language-models retrieval-augmented-generation qwen gpt4o
Python
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MIT License
•65•489•0•0•Updated Aug 23, 2025Aug 23, 2025
AutoSteer
Public
[EMNLP 2025] AutoSteer: Automating Steering for Safe Multimodal Large Language Models
natural-language-processing safety steering-behaviors
natural-language-processing safety steering-behaviors steer autosteer large-language-models knowledge-editing multimodal-large-language-models
Python
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MIT License
•3•13•0•0•Updated Aug 21, 2025Aug 21, 2025
OneKE
Public
[WWW 2025] A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System.
agent natural-language-processing schema
agent natural-language-processing schema artificial-intelligence information-extraction multi-agent knowledge-graph named-entity-recognition event-extraction ner
HTML
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MIT License
•18•167•0•0•Updated Jul 28, 2025Jul 28, 2025
DeepKE
Public
[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction
nlp deep-learning prompt
nlp deep-learning prompt pytorch information-extraction knowledge-graph named-entity-recognition chinese ner multi-modal
Python
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MIT License
•744•4.3k•0•0•Updated Jul 19, 2025Jul 19, 2025
DynamicKnowledgeCircuits
Public
[ACL 2025] How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training
natural-language-processing artificial-intelligence transformer
natural-language-processing artificial-intelligence transformer interpretability continual-learning large-language-models model-editing knowledge-editing knowledge-circuit continue-pretraining
Jupyter Notebook
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MIT License
•1•47•0•0•Updated Jul 18, 2025Jul 18, 2025