Graph Embeddings

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 Modeling Graph Structure via Relative Position for Text Generation from Knowledge Graphs NAACL 2021 Multi-hop Graph Convolutional Network with High-order Chebyshev Approximation for Text Reasoning ACL 2021 Neighborhood Intervention Consistency: Measuring Confidence for Knowledge Graph Link Prediction IJCAI 2021 Neural-Symbolic Commonsense Reasoner with Relation Predictors ACL 2021 Open-Domain Contextual Link Prediction and its Complementarity with Entailment Graphs EMNLP 2021 PairRE: Knowledge Graph Embeddings via Paired Relation Vectors ACL 2021 Relational Learning to Capture the Dynamics and Sparsity of Knowledge Graphs AAAI 2021 SERAG: Semantic Entity Retrieval from Arabic Knowledge Graphs EACL 2021 SQALER: Scaling Question Answering by Decoupling Multi-Hop and Logical Reasoning NeurIPS 2021 The FairyNet Corpus - Character Networks for German Fairy Tales EMNLP 2021 Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge Graphs AAAI 2021 Towards Better Laplacian Representation in Reinforcement Learning with Generalized Graph Drawing ICML 2021 Visual Pivoting for (Unsupervised) Entity Alignment AAAI 2021 Benchmark and Best Practices for Biomedical Knowledge Graph Embeddings ACL 2020 C3MM: Clique-Closure based Hyperlink Prediction IJCAI 2020 Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link Prediction ACL 2020 Commonsense Knowledge Base Completion with Structural and Semantic Context AAAI 2020 Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment AAAI 2020 Debiasing knowledge graph embeddings EMNLP 2020 Deep Relational Reasoning Graph Network for Arbitrary Shape Text Detection CVPR 2020 Discrete Embedding for Latent Networks IJCAI 2020 Dual Attention Network for Cross-lingual Entity Alignment COLING 2020 Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph EMNLP 2020