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

Temporal Evidence Chain for Temporal Knowledge Graph Question Answering with Large Language Models ACL 2026
ContextGraph: Lifelog Intelligence Framework for Contextual Subgraph Evolution AAAI 2026
MAGIC: Deep Geometric Evolution with Structural Consensus for Temporal Knowledge Graph Reasoning ACL 2026
FourCorners: Grounded Thai Legal Research over a Temporal Knowledge Graph ACL 2026
SAR: A Structure-Aligned Reasoning Framework for Temporal Knowledge Graph Question Answering AAAI 2026
Negative-Aware Diffusion Process for Temporal Knowledge Graph Extrapolation EACL 2026
TGCA-LLM: Time-Aware Graph-Text Contrastive Alignment for Enhancing LLMs in Temporal Knowledge Graph Completion AAAI 2026
STK-Adapter: Incorporating Evolving Graph and Event Chain for Temporal Knowledge Graph Extrapolation ACL 2026
Evolving Beyond Snapshots: Harmonizing Structure and Sequence via Entity State Tuning for Temporal Knowledge Graph Forecasting ACL 2026
ATOM: AdapTive and OptiMized dynamic temporal knowledge graph construction using LLMs EACL 2026
TeCES: Collaborative Geometric Knowledge Representation Framework under Evolving Fact Snapshots ACL 2026
Reinforcement Learning Enhanced Muti-hop Reasoning for Temporal Knowledge Question Answering AAAI 2026
RECIPE-TKG: From Sparse History to Structured Reasoning for LLM-based Temporal Knowledge Graph Completion EACL 2026
TeRDy: Temporal Relation Dynamics through Frequency Decomposition for Temporal Knowledge Graph Completion ACL 2025
RASTeR: Robust, Agentic, and Structured Temporal Reasoning IJCNLP 2025
A Generative Adaptive Replay Continual Learning Model for Temporal Knowledge Graph Reasoning ACL 2025
AnRe: Analogical Replay for Temporal Knowledge Graph Forecasting ACL 2025
G2S: A General-to-Specific Learning Framework for Temporal Knowledge Graph Forecasting with Large Language Models ACL 2025
DLTKG: Denoising Logic-based Temporal Knowledge Graph Reasoning EMNLP 2025
Mitigating Heterogeneity among Factor Tensors via Lie Group Manifolds for Tensor Decomposition Based Temporal Knowledge Graph Embedding NAACL 2025
CognTKE: A Cognitive Temporal Knowledge Extrapolation Framework AAAI 2025
DPCL-Diff：Temporal Knowledge Graph Reasoning Based on Graph Node Diffusion Model with Dual-Domain Periodic Contrastive Learning AAAI 2025
A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs ACL 2025
Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning ACL 2025
RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models EMNLP 2025