ZJUNLP

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72 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
•0•3•0•0•Updated Feb 19, 2025Feb 19, 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•125•0•0•Updated Feb 19, 2025Feb 19, 2025
LLMAgentPapers
Public
Must-read Papers on LLM Agents.
nlp agent review natural-language-processing environment interactive prompt survey multiagent-systems surveys
119•2.1k•0•0•Updated Feb 19, 2025Feb 19, 2025
project
Public
Project homepages for the NLP & KG Group of Zhejiang University
JavaScript
•1•5•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
•3•46•0•0•Updated Feb 19, 2025Feb 19, 2025
EasyEdit
Public
[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.
natural-language-processing tool efficient artificial-intelligence llama gpt open-source-project mistral baichuan mmedit
Jupyter Notebook
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MIT License
•258•2.1k•9•0•Updated Feb 19, 2025Feb 19, 2025
CaKE
Public
Python
•0•1•0•0•Updated Feb 19, 2025Feb 19, 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
•68•1k•0•0•Updated Feb 18, 2025Feb 18, 2025
unlearn
Public
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
•0•8•0•0•Updated Feb 18, 2025Feb 18, 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
•704•3.7k•0•0•Updated Feb 13, 2025Feb 13, 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
•4•38•0•0•Updated Feb 11, 2025Feb 11, 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
•49•388•6•1•Updated Feb 11, 2025Feb 11, 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
•17•206•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•40•2•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
•2•25•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
•36•392•0•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
•11•206•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•3•0•Updated Jan 11, 2025Jan 11, 2025
IEPile
Public
[ACL 2024] IEPile: A Large-Scale Information Extraction Corpus
natural-language-processing instructions corpus information-extraction english dataset knowledge-graph named-entity-recognition chinese ie
Python
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Other
•17•184•0•0•Updated Jan 9, 2025Jan 9, 2025
zjunlp.github.io
Public
HTML
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Apache License 2.0
•0•4•0•0•Updated Jan 7, 2025Jan 7, 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•935•0•0•Updated Dec 25, 2024Dec 25, 2024
EasyInstruct
Public
[ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.
python api tool instructions prompt llama gpt reasoning multimodal pypy-library
Python
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MIT License
•36•394•1•0•Updated Dec 23, 2024Dec 23, 2024
MolGen
Public
[ICLR 2024] Domain-Agnostic Molecular Generation with Chemical Feedback
molecule pytorch generation language-model selfies multitask pre-training pre-trained-model huggingface pre-trained-language-models
Python
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MIT License
•12•149•0•0•Updated Dec 17, 2024Dec 17, 2024
WKM
Public
[NeurIPS 2024] Agent Planning with World Knowledge Model
agent natural-language-processing knowledge artificial-intelligence large-language-models world-model world-knowledge-model agent-planning
Python
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Apache License 2.0
•10•110•0•0•Updated Dec 17, 2024Dec 17, 2024
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
•2•34•0•0•Updated Dec 10, 2024Dec 10, 2024
Low-resource-KEPapers
Public
A Paper List of Low-resource Information Extraction
nlp artificial-intelligence information-extraction survey event-extraction ner low-resource few-shot-learning knowledge-extraction paper-list
MIT License
•11•125•0•0•Updated Nov 16, 2024Nov 16, 2024
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
Jupyter Notebook
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MIT License
•2•23•0•0•Updated Nov 15, 2024Nov 15, 2024
OneGen
Public
[EMNLP 2024 Findings] OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs.
natural-language-processing retrieval efficient artificial-intelligence transformer generation rag large-language-models llm onegen
Python
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MIT License
•15•145•0•0•Updated Nov 13, 2024Nov 13, 2024
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
•6•41•1•0•Updated Nov 6, 2024Nov 6, 2024
Mol-Instructions
Public
[ICLR 2024] Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models
science natural-language-processing resource instructions molecule dataset protein generation llama datasets
Python
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MIT License
•16•262•0•0•Updated Oct 28, 2024Oct 28, 2024