ZJUNLP

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82 repositories

DynamicKnowledgeCircuits
Public
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•36•0•0•Updated Jul 18, 2025Jul 18, 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
•300•2.5k•9•4•Updated Jul 17, 2025Jul 17, 2025
AutoSteer
Public
AutoSteer: Automating Steering for Safe Multimodal Large Language Models
Python
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MIT License
•0•2•0•0•Updated Jul 16, 2025Jul 16, 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
•0•22•1•0•Updated Jul 16, 2025Jul 16, 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
•76•1.1k•1•0•Updated Jul 12, 2025Jul 12, 2025
OceanGPT
Public
[沧渊] [ACL 2024] OceanGPT: A Large Language Model for Ocean Science Tasks
machine-learning natural-language-processing artificial-intelligence oceanography marine ocean-science large-language-models multimodal-large-language-models oceangpt oceanbench
Python
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MIT License
•8•65•1•0•Updated Jul 10, 2025Jul 10, 2025
project
Public
Project homepages for the NLP & KG Group of Zhejiang University
JavaScript
•4•8•0•0•Updated Jul 5, 2025Jul 5, 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
•11•92•1•4•Updated Jul 5, 2025Jul 5, 2025
ReCode
Public
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
•2•12•0•0•Updated Jul 1, 2025Jul 1, 2025
LLMAgentPapers
Public
Must-read Papers on LLM Agents.
nlp agent review natural-language-processing environment interactive prompt survey multiagent-systems surveys
151•2.6k•0•0•Updated Jun 30, 2025Jun 30, 2025
ChineseHarm-bench
Public
ChineseHarm-Bench: A Chinese Harmful Content Detection Benchmark
benchmark natural-language-processing resource artificial-intelligence safety chinese large-language-models harmful-content-detection knowledge-augmentation chineseharm-bench
Python
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MIT License
•0•20•0•0•Updated Jun 26, 2025Jun 26, 2025
Knowledge2Data
Public
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•3•0•0•Updated Jun 21, 2025Jun 21, 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
•726•4k•5•1•Updated Jun 21, 2025Jun 21, 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
•8•75•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•51•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
•1•16•0•0•Updated Jun 4, 2025Jun 4, 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•12•0•0•Updated May 29, 2025May 29, 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•54•1•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
•68•971•0•0•Updated May 21, 2025May 21, 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
•7•39•0•0•Updated May 5, 2025May 5, 2025
OmniThink
Public
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
•61•454•1•0•Updated Apr 22, 2025Apr 22, 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•193•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•24•0•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
LightThinker
Public
LightThinker: Thinking Step-by-Step Compression
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
•3•65•0•0•Updated Apr 12, 2025Apr 12, 2025
LookAheadTuning
Public
LookAhead Tuning: Safer Language Models via Partial Answer Previews
natural-language-processing artificial-intelligence safety fine-tuning large-language-models lookaheadtuning
Python
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MIT License
•0•16•0•0•Updated Mar 26, 2025Mar 26, 2025
HVPNeT
Public
[NAACL 2022 Findings] Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction
naacl pytorch information-extraction dataset prefix ner bert kg relation-extraction entity-extraction
Python
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MIT License
•12•112•0•0•Updated Mar 13, 2025Mar 13, 2025
OntoProtein
Public
[ICLR 2022] OntoProtein: Protein Pretraining With Gene Ontology Embedding
nlp pytorch protein knowledge-graph gene-ontology pretrained-models bert protein-protein-interaction iclr protein-function-prediction
Python
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MIT License
•21•150•0•0•Updated Mar 10, 2025Mar 10, 2025
EasyDetect
Public
[ACL 2024] An Easy-to-use Hallucination Detection Framework for LLMs.
natural-language-processing artificial-intelligence knowledge-graph generation multimodal hallucination aigc large-language-models generative-ai model-editing
Python
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Apache License 2.0
•2•34•1•0•Updated Feb 25, 2025Feb 25, 2025