Graph Embeddings

Exploring Relational Semantics for Inductive Knowledge Graph Completion AAAI 2022 From Node To Graph: Joint Reasoning on Visual-Semantic Relational Graph for Zero-Shot Detection WACV 2022 GammaE: Gamma Embeddings for Logical Queries on Knowledge Graphs EMNLP 2022 Geometry Interaction Knowledge Graph Embeddings AAAI 2022 Heterogeneous-Graph Reasoning and Fine-Grained Aggregation for Fact Checking ACL 2022 Hierarchical Information Matters: Text Classification via Tree Based Graph Neural Network COLING 2022 How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View AAAI 2022 Inductive Relation Prediction with Logical Reasoning Using Contrastive Representations EMNLP 2022 Joint Completion and Alignment of Multilingual Knowledge Graphs EMNLP 2022 JointLK: Joint Reasoning with Language Models and Knowledge Graphs for Commonsense Question Answering NAACL 2022 MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction IJCAI 2022 Neural-based Mixture Probabilistic Query Embedding for Answering FOL queries on Knowledge Graphs EMNLP 2022 Neural Networks in a Product of Hyperbolic Spaces NAACL 2022 Neural-Symbolic Entangled Framework for Complex Query Answering NeurIPS 2022 Procedural Text Understanding via Scene-Wise Evolution AAAI 2022 Query2Particles: Knowledge Graph Reasoning with Particle Embeddings NAACL 2022 Relation-Specific Attentions over Entity Mentions for Enhanced Document-Level Relation Extraction NAACL 2022 Relevant CommonSense Subgraphs for “What if...” Procedural Reasoning ACL 2022 RotateCT: Knowledge Graph Embedding by Rotation and Coordinate Transformation in Complex Space COLING 2022 Ruleformer: Context-aware Rule Mining over Knowledge Graph COLING 2022 Subgraph Neighboring Relations Infomax for Inductive Link Prediction on Knowledge Graphs IJCAI 2022 Syn2Vec: Synset Colexification Graphs for Lexical Semantic Similarity NAACL 2022 TextGraphs 2022 Shared Task on Natural Language Premise Selection COLING 2022 The Importance of Being Correlated: Implications of Dependence in Joint Spectral Inference across Multiple Networks JMLR 2022 Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings COLING 2022