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temporal knowledge graph

134 papers

TEMPORAL KG TKG

Papers

Improving Time Sensitivity for Question Answering over Temporal Knowledge Graphs ACL 2022 Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs NeurIPS 2022 MetaTKG: Learning Evolutionary Meta-Knowledge for Temporal Knowledge Graph Reasoning EMNLP 2022 Modeling Precursors for Temporal Knowledge Graph Reasoning via Auto-encoder Structure IJCAI 2022 RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion ACL 2022 Search to Pass Messages for Temporal Knowledge Graph Completion EMNLP 2022 TempCaps: A Capsule Network-based Embedding Model for Temporal Knowledge Graph Completion ACL 2022 TempoQR: Temporal Question Reasoning over Knowledge Graphs AAAI 2022 Temporal Knowledge Graph Completion Using Box Embeddings AAAI 2022 Temporal Knowledge Graph Completion with Approximated Gaussian Process Embedding COLING 2022 Temporal Knowledge Graph Reasoning with Low-rank and Model-agnostic Representations ACL 2022 TiRGN: Time-Guided Recurrent Graph Network with Local-Global Historical Patterns for Temporal Knowledge Graph Reasoning IJCAI 2022 TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs AAAI 2022 ChronoR: Rotation Based Temporal Knowledge Graph Embedding AAAI 2021 Explainable Subgraph Reasoning for Forecasting on Temporal Knowledge Graphs ICLR 2021 HIP Network: Historical Information Passing Network for Extrapolation Reasoning on Temporal Knowledge Graph IJCAI 2021 Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks AAAI 2021 Learning Neural Ordinary Equations for Forecasting Future Links on Temporal Knowledge Graphs EMNLP 2021 Neural Latent Space Model for Dynamic Networks and Temporal Knowledge Graphs AAAI 2021 Question Answering Over Temporal Knowledge Graphs ACL 2021 Relational Learning to Capture the Dynamics and Sparsity of Knowledge Graphs AAAI 2021 RTFE: A Recursive Temporal Fact Embedding Framework for Temporal Knowledge Graph Completion NAACL 2021 Search from History and Reason for Future: Two-stage Reasoning on Temporal Knowledge Graphs ACL 2021 Temporal Knowledge Graph Completion using a Linear Temporal Regularizer and Multivector Embeddings NAACL 2021 Time-aware Graph Neural Network for Entity Alignment between Temporal Knowledge Graphs EMNLP 2021