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knowledge graph forecasting

6 papers

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Co-occurring keywords · papers mentioning both

temporal knowledge graph (6) large language model (2) few-shot learning (2) link prediction (2) entity background information (1) long-horizon forecasting (1) negative sampling strategy (1) symbolic pattern (1) entity state tuning (1) state persistence (1)

Papers

Evolving Beyond Snapshots: Harmonizing Structure and Sequence via Entity State Tuning for Temporal Knowledge Graph Forecasting ACL 2026 Bring Invariant to Variant: A Contrastive Prompt-based Framework for Temporal Knowledge Graph Forecasting COLING 2024 Confidence is not Timeless: Modeling Temporal Validity for Rule-based Temporal Knowledge Graph Forecasting ACL 2024 GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models NAACL 2024 Temporal Knowledge Graph Forecasting Without Knowledge Using In-Context Learning EMNLP 2023 TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting EMNLP 2021