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  • Rank 2,539,965 (Top 51 %)
  • Language
    Python
  • Created 5 months ago
  • Updated 5 months ago

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Repository Details

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1

KG-LLM-Papers

[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)
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2

NeuralKG

[Tool] For Knowledge Graph Representation Learning
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350
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3

KG-MM-Survey

Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey
305
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4

MyGO

[Paper][Preprint 2024] MyGO: Discrete Modality Information as Fine-Grained Tokens for Multi-modal Knowledge Graph Completion
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208
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5

KnowPAT

[Paper][ACL 2024 Findings] Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering
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182
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6

KoPA

[Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion
Python
133
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7

Structure-CLIP

[Paper][AAAI2024]Structure-CLIP: Towards Scene Graph Knowledge to Enhance Multi-modal Structured Representations
Python
106
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8

MEAformer

[Paper][ACM MM 2023] MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
Python
52
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9

DUET

[Paper][AAAI 2023] DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning
Python
46
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10

MorsE

[Paper][SIGIR2022] Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding
Python
40
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11

MaKEr

[Paper][IJCAI2022] Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting
Python
29
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12

EasySchema

29
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13

UMAEA

[Paper][ISWC 2023] Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment
Python
29
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14

NATIVE

[Paper][SIGIR 2024] NativE: Multi-modal Knowledge Graph Completion in the Wild
Python
23
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15

AdaMF-MAT

[Paper][LREC-COLING 2024] Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion
Python
20
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16

FedE

[Paper][IJCKG2021] FedE: Embedding Knowledge Graphs in Federated Setting
Python
19
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17

RMPI

[Paper][ICDE2023] Relational Message Passing for Fully Inductive Knowledge Graph Completion
Python
18
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18

Ruleformer

[Paper][COLING2022] Ruleformer: Context-aware Rule Mining over Knowledge Graph
Python
18
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19

NeuralKG-ind

Python
15
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20

CausE

[Paper][CCKS2023] CausE: Towards Causal Knowledge Graph Embedding
Python
15
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21

SNAG

[Paper][Preprint 2024] The Power of Noise: Toward a Unified Multi-modal Knowledge Graph Representation Framework
Python
12
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22

EARL

[Paper][AAAI2023] Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding
Python
12
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23

KGTransformer

Source code for "Structure Pre-training and Prompt Tuning for Knowledge Graph Transfer" accepted by WWW'23
Python
11
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24

MoMoK

[Paper][Preprint 2024] Mixture of Modality Knowledge Experts for Robust Multi-modal Knowledge Graph Completion
Python
9
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25

DOZSL

[Paper][KDD2022] Disentangled Ontology Embedding for Zero-shot Learning
Python
8
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26

MANS

[Paper][IJCNN2023] Modality-Aware Negative Sampling for Multi-modal Knowledge Graph Embedding
Python
7
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27

AnKGE

[Paper][AAAI2023] Analogical Inference Enhanced Knowledge Graph Embedding
Python
7
star
28

ENeSy

[Paper][NeurIPS2022] Neural-Symbolic Entangled Framework for Complex Query Answering
Python
5
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29

MACO

[Paper][NLPCC 2023] MACO: A Modality Adversarial and Contrastive Framework for Modality-missing Multi-modal Knowledge Graph Completion
Python
5
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30

GEEA

Revisit and Outstrip Entity Alignment: A Perspective of Generative Models
Python
4
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31

MuDoK

[Paper][Preprint 2024] Multi-domain Knowledge Graph Collaborative Pre-training and Prompt Tuning for Diverse Downstream Tasks
Python
3
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32

GPHT-for-TSP

Python
2
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33

cnGraph

1
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34

PaperList-Neural-Symbolic-KGR

1
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