conftrace_

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

Towards Multi-Relational Multi-Hop Reasoning over Dense Temporal Knowledge Graphs ACL 2024
TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs NIPS 2024
Temporal Fact Reasoning over Hyper-Relational Knowledge Graphs EMNLP 2024
Selective Temporal Knowledge Graph Reasoning COLING 2024
Self-Improvement Programming for Temporal Knowledge Graph Question Answering COLING 2024
Bring Invariant to Variant: A Contrastive Prompt-based Framework for Temporal Knowledge Graph Forecasting COLING 2024
Hyperbolic Graph Neural Network for Temporal Knowledge Graph Completion COLING 2024
RENN: A Rule Embedding Enhanced Neural Network Framework for Temporal Knowledge Graph Completion COLING 2024
Sequential and Repetitive Pattern Learning for Temporal Knowledge Graph Reasoning COLING 2024
Temporal Knowledge Graph Reasoning with Dynamic Hypergraph Embedding COLING 2024
Arbitrary Time Information Modeling via Polynomial Approximation for Temporal Knowledge Graph Embedding COLING 2024
zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models NAACL 2024
GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models NAACL 2024
HTCCN: Temporal Causal Convolutional Networks with Hawkes Process for Extrapolation Reasoning in Temporal Knowledge Graphs NAACL 2024
Temporal Knowledge Graph Extrapolation via Causal Subhistory Identification IJCAI 2024
History Repeats Itself: A Baseline for Temporal Knowledge Graph Forecasting IJCAI 2024
Deja vu: Contrastive Historical Modeling with Prefix-tuning for Temporal Knowledge Graph Reasoning NAACL 2024
TimeR4 : Time-aware Retrieval-Augmented Large Language Models for Temporal Knowledge Graph Question Answering EMNLP 2024
Predicting the Unpredictable: Uncertainty-Aware Reasoning over Temporal Knowledge Graphs via Diffusion Process ACL 2024
SiMFy: A Simple Yet Effective Approach for Temporal Knowledge Graph Reasoning EMNLP 2023
An Effective and Efficient Time-aware Entity Alignment Framework via Two-aspect Three-view Label Propagation IJCAI 2023
Temporal Extrapolation and Knowledge Transfer for Lifelong Temporal Knowledge Graph Reasoning EMNLP 2023
TR-Rules: Rule-based Model for Link Forecasting on Temporal Knowledge Graph Considering Temporal Redundancy EMNLP 2023
Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion ACL 2023
Learning Joint Structural and Temporal Contextualized Knowledge Embeddings for Temporal Knowledge Graph Completion ACL 2023