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temporal knowledge graph

134 papers

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Also known as

TEMPORAL KG TKG

Co-occurring keywords

link prediction (624) temporal reasoning (313) knowledge graph reasoning (80) knowledge graph completion (240) graph neural network (3962) large language model (13587) question answering (2963) knowledge graph embedding (300) representation learning (6206) knowledge graph (1837)

Papers

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