Graph Theory

[논문리뷰]Fact Embedding through Diffusion Model for Knowledge Graph Completion 2024.08.17

[논문리뷰]DynaSemble: Dynamic Ensembling of Textual and Structure-Based Models for Knowledge Graph Completion 2024.07.24

[논문리뷰]Relation-Aware Language-Graph Transformer for Question Answering 2024.03.18

[논문리뷰]Understanding Negative Sampling in Graph Representation Learning 2023.12.20

[논문리뷰]Structure Aware Negative Sampling in Knowledge Graphs 2023.10.27

[논문리뷰]Investigating the Effect of Hard Negative Sample Distribution on Contrastive Knowledge Graph Embedding 2023.09.20

[논문리뷰]SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models 2023.07.10

[논문리뷰]Relphormer: Relational Graph Transformer for Knowledge Graph Representation 2023.07.10

[논문리뷰]HittER: Hierarchical transformers for knowledge graph embeddings 2023.06.17

[논문리뷰]JointGT: Graph-Text Representation Learning for Text Generation from Knowledge Graphs 2023.03.30

[논문리뷰]Relational Message Passing for Knowledge Graph Completion 2023.03.27

[논문리뷰]Relphormer:Relational Graph Transformer for Knowledge Graph Representation 2023.03.14

[논문리뷰]StAR: Structure-Augmented Text Representation Learning for Efficient Knowledge Graph Completion 2023.03.10

[논문리뷰]End-to-end Structure-Aware Convolutional Networks for Knowledge Base Completion 2023.03.06

[논문리뷰]Heterogeneous Graph Attention Network 2023.01.27

[논문리뷰]Identity-Aware Graph Neural Network 2023.01.16

[논문리뷰]Position-aware Graph Neural Network 2023.01.11

[논문리뷰]Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals 2022.12.22

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