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54 repositories

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
•110•1.5k•3•0•Updated Oct 30, 2024Oct 30, 2024
LPKG
Public
Python
•0•10•0•0•Updated Oct 18, 2024Oct 18, 2024
InBox
Public
Python
•0•0•0•0•Updated Oct 10, 2024Oct 10, 2024
MKGL
Public
Mastery of a Three-Word Language for Knowledge Graph Completion
Python
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MIT License
•0•4•0•0•Updated Oct 8, 2024Oct 8, 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
•8•144•0•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
•1•26•1•0•Updated Aug 12, 2024Aug 12, 2024
ConferenceQA
Public
Python
•1•0•0•0•Updated Aug 5, 2024Aug 5, 2024
MoMoK
Public
[Paper][Preprint 2024] Mixture of Modality Knowledge Experts for Robust Multi-modal Knowledge Graph Completion
knowledge-graph knowledge-graph-completion mutual-information knowledge-graph-embeddings mixture-of-experts contrastive-learning multi-modal-fusion multi-modal-knowledge-graph
Python
•1•15•0•0•Updated Jul 27, 2024Jul 27, 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
•
MIT License
•3•55•2•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•2•1•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
•3•112•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
•17•186•0•0•Updated Jun 10, 2024Jun 10, 2024
MyGO
Public
[Paper][Preprint 2024] MyGO: Discrete Modality Information as Fine-Grained Tokens for Multi-modal Knowledge Graph Completion
knowledge-graph-completion multi-modal tokenization contrastive-learning multi-modal-fusion multi-modal-knowledge-graph mygo
Python
•4•211•3•0•Updated May 28, 2024May 28, 2024
MuDoK
Public
[Paper][Preprint 2024] Multi-domain Knowledge Graph Collaborative Pre-training and Prompt Tuning for Diverse Downstream Tasks
knowledge-graph question-answering recommender-system recommendation transfer-learning cross-domain review-prediction pre-training prompt-tuning prefix-tuning
Python
•0•3•0•0•Updated May 24, 2024May 24, 2024
CCKS2024_CGQA
Public
Python
•1•11•0•0•Updated May 17, 2024May 17, 2024
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
•14•323•0•0•Updated May 16, 2024May 16, 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
•3•21•0•0•Updated Apr 16, 2024Apr 16, 2024
SNAG
Public
[Paper][Preprint 2024] The Power of Noise: Toward a Unified 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
•
MIT License
•1•13•0•0•Updated Mar 27, 2024Mar 27, 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•28•0•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•5•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
•64•350•3•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•6•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
•
MIT License
•8•49•0•0•Updated Feb 9, 2024Feb 9, 2024
NCGNN
Public
Newton–Cotes Graph Neural Networks: On the Time Evolution of Dynamic Systems
Python
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MIT License
•1•10•0•0•Updated Oct 19, 2023Oct 19, 2023
Comprehensive-Study-over-Relational-Patterns
Public
[Paper][ISWC 2023] A Comprehensive Study on Knowledge Graph Embedding over Relational Patterns Based on Rule Learning
Python
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MIT License
•0•7•1•0•Updated Aug 31, 2023Aug 31, 2023
CausE
Public
[Paper][CCKS2023] CausE: Towards Causal Knowledge Graph Embedding
Python
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MIT License
•2•15•0•0•Updated Jul 30, 2023Jul 30, 2023
SeqCSG
Public
Target-oriented Sentiment Classification with Sequential Cross-modal Semantic Graph
Python
•1•9•0•0•Updated Jul 26, 2023Jul 26, 2023
KGTransformer
Public
[Paper][WWW2023] Structure Pre-training and Prompt Tuning for Knowledge Graph Transfer
Python
•5•46•2•0•Updated May 26, 2023May 26, 2023
NeuralKG-ind
Public
Python
•
Apache License 2.0
•4•15•0•0•Updated May 26, 2023May 26, 2023