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

Time-aware ReAct Agent for Temporal Knowledge Graph Question Answering NAACL 2025
TeRDy: Temporal Relation Dynamics through Frequency Decomposition for Temporal Knowledge Graph Completion ACL 2025
G2S: A General-to-Specific Learning Framework for Temporal Knowledge Graph Forecasting with Large Language Models ACL 2025
Mitigating Heterogeneity among Factor Tensors via Lie Group Manifolds for Tensor Decomposition Based Temporal Knowledge Graph Embedding NAACL 2025
CEGRL-TKGR: A Causal Enhanced Graph Representation Learning Framework for Temporal Knowledge Graph Reasoning COLING 2025
Integrating Large Language Models and Möbius Group Transformations for Temporal Knowledge Graph Embedding on the Riemann Sphere AAAI 2025
DLTKG: Denoising Logic-based Temporal Knowledge Graph Reasoning EMNLP 2025
LLM-DR: A Novel LLM-Aided Diffusion Model for Rule Generation on Temporal Knowledge Graphs AAAI 2025
RASTeR: Robust, Agentic, and Structured Temporal Reasoning AACL 2025
Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning ACL 2025
Towards Multi-Relational Multi-Hop Reasoning over Dense Temporal Knowledge Graphs ACL 2024
Interpreting Temporal Knowledge Graph Reasoning (Student Abstract) AAAI 2024
TEILP: Time Prediction over Knowledge Graphs via Logical Reasoning AAAI 2024
SALMON: A Structure-Aware Language Model with logicality and densification strategy for Temporal Knowledge Graph Reasoning EMNLP 2024
Confidence is not Timeless: Modeling Temporal Validity for Rule-based Temporal Knowledge Graph Forecasting ACL 2024
Simple but Effective Compound Geometric Operations for Temporal Knowledge Graph Completion ACL 2024
HGE: Embedding Temporal Knowledge Graphs in a Product Space of Heterogeneous Geometric Subspaces AAAI 2024
zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models NAACL 2024
MusTQ: A Temporal Knowledge Graph Question Answering Dataset for Multi-Step Temporal Reasoning ACL 2024
Chain-of-History Reasoning for Temporal Knowledge Graph Forecasting ACL 2024
Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models ACL 2024
Natural Evolution-based Dual-Level Aggregation for Temporal Knowledge Graph Reasoning EMNLP 2024
GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models NAACL 2024
Arbitrary Time Information Modeling via Polynomial Approximation for Temporal Knowledge Graph Embedding COLING 2024
Deja vu: Contrastive Historical Modeling with Prefix-tuning for Temporal Knowledge Graph Reasoning NAACL 2024