ZJUNLP

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76 repositories

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
•7•53•1•0•Updated May 23, 2025May 23, 2025
project
Public
Project homepages for the NLP & KG Group of Zhejiang University
JavaScript
•3•6•0•0•Updated May 23, 2025May 23, 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
•74•1.1k•0•0•Updated May 23, 2025May 23, 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
•278•2.3k•8•1•Updated May 22, 2025May 22, 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
•69•959•0•0•Updated May 21, 2025May 21, 2025
LLMAgentPapers
Public
Must-read Papers on LLM Agents.
nlp agent review natural-language-processing environment interactive prompt survey multiagent-systems surveys
141•2.4k•0•0•Updated May 13, 2025May 13, 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
•6•29•0•0•Updated May 5, 2025May 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
•6•67•0•0•Updated Apr 28, 2025Apr 28, 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
•58•447•1•0•Updated Apr 22, 2025Apr 22, 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
•720•3.9k•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•184•0•0•Updated Apr 21, 2025Apr 21, 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•11•0•0•Updated Apr 19, 2025Apr 19, 2025
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
•0•33•0•0•Updated Apr 18, 2025Apr 18, 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
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
•7•67•0•0•Updated Apr 14, 2025Apr 14, 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
•0•6•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
•1•50•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•14•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
•11•110•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•147•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•31•2•0•Updated Feb 25, 2025Feb 25, 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
•8•146•0•0•Updated Feb 20, 2025Feb 20, 2025
CaKE
Public
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
•1•7•0•0•Updated Feb 19, 2025Feb 19, 2025
WorfBench
Public
[ICLR 2025] Benchmarking Agentic Workflow Generation
agent workflow benchmark natural-language-processing artificial-intelligence planning agents large-language-models agentic agentic-workflow
Python
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MIT License
•4•92•0•0•Updated Feb 19, 2025Feb 19, 2025
KnowAgent
Public
[NAACL 2025] KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents
nlp agent machine-learning natural-language-processing artificial-intelligence planning knowledge-graph reasoning planning-agents agent-learning
Python
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Apache License 2.0
•16•219•0•0•Updated Jan 29, 2025Jan 29, 2025
KnowUnDo
Public
[EMNLP 2024] To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models
benchmark natural-language-processing localization artificial-intelligence dataset unlearning large-language-models model-editing knowledge-editing knowledge-unlearning
Python
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MIT License
•1•42•1•0•Updated Jan 23, 2025Jan 23, 2025
InstructCell
Public
A Multi-Modal AI Copilot for Single-Cell Analysis with Instruction Following
natural-language-processing ai chatbot artificial-intelligence cell copilot single-cell-analysis cell-type-annotation instruction-following ai-for-science
Jupyter Notebook
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MIT License
•5•27•0•0•Updated Jan 15, 2025Jan 15, 2025
AutoKG
Public
[WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
information-extraction knowledge-graph event-extraction knowledge-graph-completion link-prediction relation-extraction knowledge-graph-construction relational-triple-extraction gpt4 large-language-models
Python
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MIT License
•38•428•1•0•Updated Jan 14, 2025Jan 14, 2025
AutoAct
Public
[ACL 2024] AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning
nlp agent natural-language-processing agents agent-learning large-language-models autoact self-planning
Python
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Apache License 2.0
•14•224•0•0•Updated Jan 13, 2025Jan 13, 2025
KnowLM
Public
An Open-sourced Knowledgable Large Language Model Framework.
deep-learning models instructions english chinese llama lora language-model reasoning bilingual
Python
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MIT License
•131•1.3k•0•0•Updated Jan 11, 2025Jan 11, 2025