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knowledge graph embedding

304 papers

KGE KG EMBEDDING

Papers

Geometry Interaction Knowledge Graph Embeddings AAAI 2022 Guiding Neural Entity Alignment with Compatibility EMNLP 2022 HousE: Knowledge Graph Embedding with Householder Parameterization ICML 2022 How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View AAAI 2022 Joint Completion and Alignment of Multilingual Knowledge Graphs EMNLP 2022 Joint Language Semantic and Structure Embedding for Knowledge Graph Completion COLING 2022 KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings COLING 2022 Knowledge Graph Embedding by Adaptive Limit Scoring Loss Using Dynamic Weighting Strategy ACL 2022 Learning Hierarchy-Aware Quaternion Knowledge Graph Embeddings with Representing Relations as 3D Rotations COLING 2022 Learning to Borrow– Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion NAACL 2022 Logical Neural Networks for Knowledge Base Completion with Embeddings & Rules EMNLP 2022 MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction IJCAI 2022 MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering ACL 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 OpticE: A Coherence Theory-Based Model for Link Prediction COLING 2022 OTKGE: Multi-modal Knowledge Graph Embeddings via Optimal Transport NeurIPS 2022 Perform like an Engine: A Closed-Loop Neural-Symbolic Learning Framework for Knowledge Graph Inference COLING 2022 PolygonE: Modeling N-ary Relational Data as Gyro-Polygons in Hyperbolic Space AAAI 2022 Pretrained Knowledge Base Embeddings for improved Sentential Relation Extraction ACL 2022 RotateCT: Knowledge Graph Embedding by Rotation and Coordinate Transformation in Complex Space COLING 2022 Sequence-to-Sequence Knowledge Graph Completion and Question Answering ACL 2022 Sharing Parameter by Conjugation for Knowledge Graph Embeddings in Complex Space COLING 2022 TempoQR: Temporal Question Reasoning over Knowledge Graphs AAAI 2022 TranSHER: Translating Knowledge Graph Embedding with Hyper-Ellipsoidal Restriction EMNLP 2022