temporal knowledge graph

LLM-DR: A Novel LLM-Aided Diffusion Model for Rule Generation on Temporal Knowledge Graphs AAAI 2025 Mining the Past with Dual Criteria: Integrating Three types of Historical Information for Context-aware Event Forecasting EMNLP 2025 Mitigating Heterogeneity among Factor Tensors via Lie Group Manifolds for Tensor Decomposition Based Temporal Knowledge Graph Embedding NAACL 2025 RASTeR: Robust, Agentic, and Structured Temporal Reasoning IJCNLP 2025 Relation Logical Reasoning and Relation-aware Entity Encoding for Temporal Knowledge Graph Reasoning COLING 2025 RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models EMNLP 2025 SRM-LLM: Semantic Relationship Mining with LLMs for Temporal Knowledge Graph Extrapolation EMNLP 2025 TeRDy: Temporal Relation Dynamics through Frequency Decomposition for Temporal Knowledge Graph Completion ACL 2025 Time-aware ReAct Agent for Temporal Knowledge Graph Question Answering NAACL 2025 Towards Explainable Temporal Reasoning in Large Language Models: A Structure-Aware Generative Framework ACL 2025 Arbitrary Time Information Modeling via Polynomial Approximation for Temporal Knowledge Graph Embedding COLING 2024 A Unified Temporal Knowledge Graph Reasoning Model Towards Interpolation and Extrapolation ACL 2024 Bring Invariant to Variant: A Contrastive Prompt-based Framework for Temporal Knowledge Graph Forecasting COLING 2024 Chain-of-History Reasoning for Temporal Knowledge Graph Forecasting ACL 2024 Confidence is not Timeless: Modeling Temporal Validity for Rule-based Temporal Knowledge Graph Forecasting ACL 2024 DECRL: A Deep Evolutionary Clustering Jointed Temporal Knowledge Graph Representation Learning Approach NeurIPS 2024 Deja vu: Contrastive Historical Modeling with Prefix-tuning for Temporal Knowledge Graph Reasoning NAACL 2024 GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models NAACL 2024 HGE: Embedding Temporal Knowledge Graphs in a Product Space of Heterogeneous Geometric Subspaces AAAI 2024 History Repeats Itself: A Baseline for Temporal Knowledge Graph Forecasting IJCAI 2024 HTCCN: Temporal Causal Convolutional Networks with Hawkes Process for Extrapolation Reasoning in Temporal Knowledge Graphs NAACL 2024 Hyperbolic Graph Neural Network for Temporal Knowledge Graph Completion COLING 2024 Interpreting Temporal Knowledge Graph Reasoning (Student Abstract) AAAI 2024 Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning NeurIPS 2024 MusTQ: A Temporal Knowledge Graph Question Answering Dataset for Multi-Step Temporal Reasoning ACL 2024