ZJUNLP

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68 repositories

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
•0•22•0•0•Updated Jan 15, 2025Jan 15, 2025
AutoKG
Public
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
•34•380•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•203•0•0•Updated Jan 13, 2025Jan 13, 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
•701•3.7k•6•0•Updated Jan 11, 2025Jan 11, 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
•128•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•182•0•0•Updated Jan 9, 2025Jan 9, 2025
OneKE
Public
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
•3•24•0•0•Updated Jan 7, 2025Jan 7, 2025
zjunlp.github.io
Public
HTML
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Apache License 2.0
•0•4•0•0•Updated Jan 7, 2025Jan 7, 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
•245•2k•14•0•Updated Jan 3, 2025Jan 3, 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•919•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•386•0•0•Updated Dec 23, 2024Dec 23, 2024
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
•65•986•0•0•Updated Dec 22, 2024Dec 22, 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•144•1•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
•7•98•0•0•Updated Dec 17, 2024Dec 17, 2024
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
•6•120•0•0•Updated Dec 17, 2024Dec 17, 2024
Deco
Public
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
Python
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MIT License
•2•32•0•0•Updated Dec 10, 2024Dec 10, 2024
WorfBench
Public
Benchmarking Agentic Workflow Generation
agent workflow natural-language-processing artificial-intelligence agents large-language-models agent-planning
Python
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MIT License
•2•36•0•0•Updated Nov 26, 2024Nov 26, 2024
project
Public
Project homepages for the NLP & KG Group of Zhejiang University
JavaScript
•1•5•0•0•Updated Nov 18, 2024Nov 18, 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
•10•121•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•22•0•0•Updated Nov 15, 2024Nov 15, 2024
KnowUnDo
Public
[EMNLP 2024 Findings] 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•25•0•0•Updated Nov 14, 2024Nov 14, 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•143•0•0•Updated Nov 13, 2024Nov 13, 2024
LLMAgentPapers
Public
Must-read Papers on LLM Agents.
nlp agent review natural-language-processing environment interactive prompt survey multiagent-systems surveys
112•2k•0•0•Updated Nov 12, 2024Nov 12, 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•39•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•259•0•0•Updated Oct 28, 2024Oct 28, 2024
KnowAgent
Public
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•193•0•0•Updated Oct 21, 2024Oct 21, 2024
BiasEdit
Public
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
•1•5•0•0•Updated Oct 20, 2024Oct 20, 2024
OneEdit
Public
OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System.
natural-language-processing system artificial-intelligence knowledge-graph collaborative-editing allspark neural-symbolic large-language-models model-editing knowledge-editing
Python
•0•17•0•0•Updated Oct 14, 2024Oct 14, 2024
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
•1•24•0•0•Updated Sep 27, 2024Sep 27, 2024
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
•31•175•2•0•Updated Sep 19, 2024Sep 19, 2024