ZJUNLP

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84 repositories

LightMem
Public
LightMem: Lightweight and Efficient Memory-Augmented Generation
python agent lightweight natural-language-processing knowledge memory chatbot personalization artificial-intelligence memory-management
Python
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MIT License
•34•399•3•5•Updated Nov 26, 2025Nov 26, 2025
EasyEdit
Public
[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.
natural-language-processing tool efficient artificial-intelligence llama gpt baichuan mmedit unlearning trustworthy-ai
Jupyter Notebook
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MIT License
•325•2.6k•10•2•Updated Nov 21, 2025Nov 21, 2025
LLMAgentPapers
Public
Must-read Papers on LLM Agents.
nlp agent review natural-language-processing environment interactive prompt survey multiagent-systems surveys
163•2.8k•0•0•Updated Nov 19, 2025Nov 19, 2025
CaKE
Public
[EMNLP 2025] Circuit-Aware Editing Enables Generalizable Knowledge Learners
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•15•0•0•Updated Nov 17, 2025Nov 17, 2025
KnowledgeCircuits
Public
[NeurIPS 2024] Knowledge Circuits in Pretrained Transformers
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•159•0•0•Updated Nov 14, 2025Nov 14, 2025
project
Public
Project homepages for the NLP & KG Group of Zhejiang University
JavaScript
•4•8•0•0•Updated Nov 11, 2025Nov 11, 2025
DataMind
Public
[AAAI 2026] Open-Source LLM-Based Data Analysis Agents
agent data-science natural-language-processing reinforcement-learning artificial-intelligence data-analysis large-language-models
Python
•4•52•0•0•Updated Nov 10, 2025Nov 10, 2025
Knowledge2Data
Public
[TASLP 2025] Spatial Knowledge Graph-Guided Synthesis for Multimodal LLMs
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•5•0•0•Updated Nov 1, 2025Nov 1, 2025
xKG
Public
Executable Knowledge Graphs for Replicating AI Research
agent natural-language-processing artificial-intelligence knowledge-graph ai-research large-language-models ai4research knowledge-augmentation xkg executable-knowledge-graph
MIT License
•0•10•1•0•Updated Oct 20, 2025Oct 20, 2025
KnowRL
Public
KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality
reinforcement-learning question-answering hallucination factuality knowledge-augmentation knowrl
Python
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MIT License
•5•38•0•0•Updated Oct 10, 2025Oct 10, 2025
BiasEdit
Public
[TrustNLP@NAACL 2025] BiasEdit: Debiasing Stereotyped Language Models via Model Editing
natural-language-processing artificial-intelligence editing bias stereotypes debiasing large-language-models llm model-editing knowledge-editing
Python
•2•17•0•0•Updated Sep 30, 2025Sep 30, 2025
unlearn
Public
[ACL 2025] Knowledge Unlearning for Large Language Models
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
•8•46•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 doco hallucination large-language-models mllm multimodal-large-language-models hallucination-mitigation iclr2025
Python
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MIT License
•7•121•1•0•Updated Sep 11, 2025Sep 11, 2025
ChineseHarm-bench
Public
ChineseHarm-Bench: A Chinese Harmful Content Detection Benchmark
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•42•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 gpt report-generation information-seeking large-language-models retrieval-augmented-generation qwen gpt4o
Python
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MIT License
•62•467•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 steer autosteer large-language-models knowledge-editing multimodal-large-language-models
Python
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MIT License
•3•10•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 artificial-intelligence information-extraction multi-agent knowledge-graph named-entity-recognition event-extraction ner
HTML
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MIT License
•15•137•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 pytorch information-extraction knowledge-graph named-entity-recognition chinese ner multi-modal
Python
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MIT License
•733•4.2k•2•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 interpretability continual-learning large-language-models model-editing knowledge-editing knowledge-circuit continue-pretraining
Jupyter Notebook
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MIT License
•1•44•0•0•Updated Jul 18, 2025Jul 18, 2025
KnowledgeEditingPapers
Public
Must-read Papers on Knowledge Editing for Large Language Models.
review natural-language-processing paper survey rome paper-list awsome-list pre-trained-model pre-trained-language-models foundation-models
MIT License
•80•1.2k•0•0•Updated Jul 12, 2025Jul 12, 2025
ReCode
Public
[AAAI 2026] ReCode: Reinforced Code Knowledge Editing for API Updates
natural-language-processing artificial-intelligence software-engineering recode large-language-models model-editing knowledge-editing code-language-model api-update
Python
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MIT License
•3•22•0•0•Updated Jul 1, 2025Jul 1, 2025
KnowSelf
Public
[ACL 2025] Agentic Knowledgeable Self-awareness
agent machine-learning natural-language-processing knowledge artificial-intelligence self-awareness large-language-models knowledge-augment agentic agent-planning
Python
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MIT License
•9•91•0•0•Updated Jun 15, 2025Jun 15, 2025
MachineSoM
Public
[ACL 2024] Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View
agent machine-learning natural-language-processing artificial-intelligence agents theory-of-mind agent-learning large-language-models llm society-of-mind
Python
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MIT License
•11•118•0•0•Updated Jun 6, 2025Jun 6, 2025
ChatCell
Public
ChatCell: Facilitating Single-Cell Analysis with Natural Language
natural-language-processing bioinformatics biology artificial-intelligence cell single-cell single-cell-analysis interdisciplinary chatcell pre-trained-language-models
Python
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Other
•10•52•0•0•Updated Jun 5, 2025Jun 5, 2025
steer-target-atoms
Public
[ACL 2025] Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms
natural-language-processing artificial-intelligence safety steering-behaviors sta large-language-models controlled-generation model-editing knowledge-editing acl2025
Python
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MIT License
•2•29•0•0•Updated Jun 4, 2025Jun 4, 2025
ContinueMKGC
Public
[IJCAI 2024] Continual Multimodal Knowledge Graph Construction
visual prompt knowledge-graph named-entity-recognition incremental-learning relation-extraction multimodal continue-learning mkg prompt-learning
Python
•7•64•0•0•Updated May 26, 2025May 26, 2025
Prompt4ReasoningPapers
Public
[ACL 2023] Reasoning with Language Model Prompting: A Survey
nlp natural-language-processing prompt artificial-intelligence survey datasets language-models reasoning commonsense-reasoning paper-list
MIT License
•70•989•0•0•Updated May 21, 2025May 21, 2025
MKGformer
Public
[SIGIR 2022] Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion
pytorch dataset transformer knowledge-graph ner kg link-prediction kgc relation-extraction multimodal
Python
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MIT License
•32•201•0•0•Updated Apr 21, 2025Apr 21, 2025
ModelKinship
Public
Exploring Model Kinship for Merging Large Language Models
natural-language-processing artificial-intelligence merging kinship large-language-models model-merging knowledge-fusion model-kinship
Python
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MIT License
•3•27•1•0•Updated Apr 16, 2025Apr 16, 2025
SynWorld
Public
[ACL 2025] SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement
agent natural-language-processing knowledge artificial-intelligence large-language-models agentic agent-planning synworld
Python
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MIT License
•1•7•0•0•Updated Apr 14, 2025Apr 14, 2025