Graph Embeddings

Distance-Based Propagation for Efficient Knowledge Graph Reasoning EMNLP 2023 EventOA: An Event Ontology Alignment Benchmark Based on FrameNet and Wikidata ACL 2023 Intrinsic Gaussian Process on Unknown Manifolds with Probabilistic Metrics JMLR 2023 KGLM: Integrating Knowledge Graph Structure in Language Models for Link Prediction ACL 2023 Learning from Both Structural and Textual Knowledge for Inductive Knowledge Graph Completion NeurIPS 2023 Learning Latent Relations for Temporal Knowledge Graph Reasoning ACL 2023 Modeling Dynamic Environments with Scene Graph Memory ICML 2023 MTGER: Multi-view Temporal Graph Enhanced Temporal Reasoning over Time-Involved Document EMNLP 2023 Multi-Aspect Explainable Inductive Relation Prediction by Sentence Transformer AAAI 2023 Multimodal Analogical Reasoning over Knowledge Graphs ICLR 2023 Relation-Aware Question Answering for Heterogeneous Knowledge Graphs EMNLP 2023 Self-Organization Preserved Graph Structure Learning with Principle of Relevant Information AAAI 2023 TeAST: Temporal Knowledge Graph Embedding via Archimedean Spiral Timeline ACL 2023 TFLEX: Temporal Feature-Logic Embedding Framework for Complex Reasoning over Temporal Knowledge Graph NeurIPS 2023 Towards Enhancing Relational Rules for Knowledge Graph Link Prediction EMNLP 2023 Vector Causal Inference between Two Groups of Variables AAAI 2023 Wasserstein-Fisher-Rao Embedding: Logical Query Embeddings with Local Comparison and Global Transport ACL 2023 A Simplified Benchmark for Ambiguous Explanations of Knowledge Graph Link Prediction Using Relational Graph Convolutional Networks (Student Abstract) AAAI 2022 CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous Knowledge ACL 2022 Cross-domain Named Entity Recognition via Graph Matching ACL 2022 Discovering Generalizable Spatial Goal Representations via Graph-based Active Reward Learning ICML 2022 Dynamic Key-Value Memory Enhanced Multi-Step Graph Reasoning for Knowledge-Based Visual Question Answering AAAI 2022 Entity Alignment with Reliable Path Reasoning and Relation-aware Heterogeneous Graph Transformer IJCAI 2022 Evaluating Explanations of Relational Graph Convolutional Network Link Predictions on Knowledge Graphs AAAI 2022 Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question Answering over Knowledge Graphs COLING 2022