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Graph Embeddings

214 directly classified papers

Papers per year

Papers

Multi-hop Graph Convolutional Network with High-order Chebyshev Approximation for Text Reasoning ACL 2021
Dependency parsing with structure preserving embeddings EACL 2021
Graph Reasoning with Context-Aware Linearization for Interpretable Fact Extraction and Verification EMNLP 2021
ChronoR: Rotation Based Temporal Knowledge Graph Embedding AAAI 2021
SERAG: Semantic Entity Retrieval from Arabic Knowledge Graphs EACL 2021
Exploring the Limits of Few-Shot Link Prediction in Knowledge Graphs EACL 2021
A Systematic Investigation of KB-Text Embedding Alignment at Scale ACL 2021
The FairyNet Corpus - Character Networks for German Fairy Tales EMNLP 2021
Comparing Euclidean and Hyperbolic Embeddings on the WordNet Nouns Hypernymy Graph EMNLP 2021
DAGN: Discourse-Aware Graph Network for Logical Reasoning NAACL 2021
Relational Learning to Capture the Dynamics and Sparsity of Knowledge Graphs AAAI 2021
Faithfully Explainable Recommendation via Neural Logic Reasoning NAACL 2021
Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge Graphs AAAI 2021
GraphMR: Graph Neural Network for Mathematical Reasoning EMNLP 2021
Towards Better Laplacian Representation in Reinforcement Learning with Generalized Graph Drawing ICML 2021
Context-aware Entity Typing in Knowledge Graphs EMNLP 2021
Open-Domain Contextual Link Prediction and its Complementarity with Entailment Graphs EMNLP 2021
Hyperbolic Hierarchy-Aware Knowledge Graph Embedding for Link Prediction EMNLP 2021
LEGO: Latent Execution-Guided Reasoning for Multi-Hop Question Answering on Knowledge Graphs ICML 2021
HIP Network: Historical Information Passing Network for Extrapolation Reasoning on Temporal Knowledge Graph IJCAI 2021
Efficient Mind-Map Generation via Sequence-to-Graph and Reinforced Graph Refinement EMNLP 2021
Exploiting Edge-Oriented Reasoning for 3D Point-Based Scene Graph Analysis CVPR 2021
An in-depth look at Euclidean disk embeddings for structure preserving parsing EMNLP 2021
GENE: Global Event Network Embedding NAACL 2021
Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction AAAI 2021