ZJUKG

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60 repositories

KAG-ZJU
Public
KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge bases. It can effectively overcome the shortcomings of the traditional RAG vector similarity calculation model.
Python
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Apache License 2.0
•566•0•0•0•Updated Aug 11, 2025Aug 11, 2025
MyGO
Public
[Paper][AAAI 2025] (MyGO)Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation
knowledge-graph-completion multi-modal tokenization contrastive-learning multi-modal-fusion multi-modal-knowledge-graph mygo
Python
•8•257•1•0•Updated Jul 28, 2025Jul 28, 2025
OntoTune
Public
[Paper][WWW2025] OntoTune: Ontology-Driven Self-training for Aligning Large Language Models
Python
•0•11•1•0•Updated Jul 21, 2025Jul 21, 2025
MoMoK
Public
[Paper][ICLR 2025] Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning
knowledge-graph knowledge-graph-completion mutual-information knowledge-graph-embeddings mixture-of-experts contrastive-learning multi-modal-fusion multi-modal-knowledge-graph
Python
•4•34•1•0•Updated Jun 12, 2025Jun 12, 2025
M3STR
Public
Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation
Python
•0•5•0•0•Updated Jun 3, 2025Jun 3, 2025
SNAG
Public
[Paper][COLING 2025] Noise-powered Multi-modal Knowledge Graph Representation Framework
graph transformer knowledge-graph link unified knowledge-graph-completion link-prediction entity-alignment snag multi-modal-knowledge-graph
Python
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MIT License
•2•22•1•0•Updated May 11, 2025May 11, 2025
KG-LLM-Papers
Public
[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)
nlp awesome knowledge prompt survey knowledge-graph gpt language-models commonsense paper-list
MIT License
•148•2k•5•3•Updated Mar 25, 2025Mar 25, 2025
HyperSAT
Public
Python
•0•0•0•0•Updated Mar 21, 2025Mar 21, 2025
LPKG
Public
Python
•0•22•3•0•Updated Mar 17, 2025Mar 17, 2025
SUBARU
Public
[ACL 2025 Main] Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking
evaluation knowledge-graph datasets knowledge-reasoning prompt-learning large-language-models structural-knowledge
Python
•0•4•0•0•Updated Feb 25, 2025Feb 25, 2025
MKGL
Public
Mastery of a Three-Word Language for Knowledge Graph Completion
Python
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MIT License
•2•28•4•0•Updated Feb 24, 2025Feb 24, 2025
K-ON
Public
K-ON: Stacking Knowledge On the Head Layer of Large Language Model, AAAI 2025 Oral
Python
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MIT License
•0•11•1•0•Updated Feb 22, 2025Feb 22, 2025
TrustUQA
Public
[Paper][AAAI2025] TrustUQA: A Trustful Framework for Unified Structured Data Question
Python
•0•6•0•0•Updated Jan 6, 2025Jan 6, 2025
KG-MM-Survey
Public
Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey
information-extraction survey knowledge-graph awsome image-classification image-generation surveys entity-linking knowledge-graph-embeddings visual-question-answering
MIT License
•20•437•0•0•Updated Dec 10, 2024Dec 10, 2024
InBox
Public
Python
•0•0•0•0•Updated Nov 28, 2024Nov 28, 2024
KoPA
Public
[Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion
knowledge-graph knowledge-graph-completion multi-modal knowledge-graph-embeddings large-language-models instruction-tuning multimodal-large-language-models
Python
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MIT License
•12•189•2•0•Updated Aug 12, 2024Aug 12, 2024
NATIVE
Public
[Paper][SIGIR 2024] NativE: Multi-modal Knowledge Graph Completion in the Wild
knowledge-graph knowledge-graph-completion multi-modal adversarial-learning imbalanced-learning incomplete-data multi-modal-fusion multi-modal-knowledge-graph
Python
•2•38•1•0•Updated Aug 12, 2024Aug 12, 2024
ConferenceQA
Public
Python
•1•2•0•0•Updated Aug 5, 2024Aug 5, 2024
MEAformer
Public
[Paper][ACM MM 2023] MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
transformer knowledge-graph alignment multi-modal meta-learning entity-alignment meaformer modality-alignment
Python
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MIT License
•3•68•1•0•Updated Jul 25, 2024Jul 25, 2024
GPHT-for-TSP
Public
[Paper][TKDE 2024] Start From Zero: Triple Set Prediction for Automatic Knowledge Graph Completion
Python
•1•5•3•0•Updated Jun 24, 2024Jun 24, 2024
Structure-CLIP
Public
[Paper][AAAI2024]Structure-CLIP: Towards Scene Graph Knowledge to Enhance Multi-modal Structured Representations
Python
•7•148•2•0•Updated Jun 22, 2024Jun 22, 2024
KnowPAT
Public
[Paper][ACL 2024 Findings] Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering
knowledge-graph question-answering large-language-models instruction-tuning preference-alignment domain-specific-qa
Python
•15•194•0•0•Updated Jun 10, 2024Jun 10, 2024
CCKS2024_CGQA
Public
Python
•1•11•0•0•Updated May 17, 2024May 17, 2024
AdaMF-MAT
Public
[Paper][LREC-COLING 2024] Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion
knowledge-graph knowledge-graph-completion multi-modal imbalanced-data adversarial-learning imbalanced-learning negative-sampling multi-modality multi-modal-fusion multi-modal-knowledge-graph
Python
•4•36•0•0•Updated Apr 16, 2024Apr 16, 2024
UMAEA
Public
[Paper][ISWC 2023] Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment
graph transformer knowledge-graph alignment entity-alignment missing-modality umaea modality-incomplete modality-ambiguous ambiguous-visual-modality
Python
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MIT License
•1•35•1•0•Updated Mar 14, 2024Mar 14, 2024
MACO
Public
[Paper][NLPCC 2023] MACO: A Modality Adversarial and Contrastive Framework for Modality-missing Multi-modal Knowledge Graph Completion
Python
•0•8•0•0•Updated Mar 11, 2024Mar 11, 2024
NeuralKG
Public
[Tool] For Knowledge Graph Representation Learning
python machine-learning deep-learning knowledge-graph knowledge-graph-completion link-prediction knowledge-graph-embeddings pytorch-lightning neuralkg
Python
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Apache License 2.0
•68•379•2•0•Updated Mar 8, 2024Mar 8, 2024
GEEA
Public
Revisit and Outstrip Entity Alignment: A Perspective of Generative Models
Python
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MIT License
•1•8•0•0•Updated Feb 24, 2024Feb 24, 2024
MANS
Public
[Paper][IJCNN2023] Modality-Aware Negative Sampling for Multi-modal Knowledge Graph Embedding
pytorch knowledge-graph negative-sampling mutli-modal
Python
•3•7•0•0•Updated Feb 10, 2024Feb 10, 2024
DUET
Public
[Paper][AAAI 2023] DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning
semantic pytorch transformer cross-modal zero-shot-learning knowledge-transfer grounding visual-grounding pretrained-language-model
Python
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MIT License
•8•52•0•0•Updated Feb 9, 2024Feb 9, 2024