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Temporal Knowledge Graph Forecasting Without Knowledge Using In-Context Learning

Published in Underline Science Inc. • Nov 19, 2023
NobleIDNI8P42W47R63S42
Authors:
Association for Computational Linguistics 2023
,
Kian Ahrabian
,
Woojeong Jin

Abstract

Temporal knowledge graph (TKG) forecasting benchmarks challenge models to predict future facts using knowledge of past facts. In this paper, we develop an approach to use in-context learning (ICL) with large language models (LLMs) for TKG forecasting. Our extensive evaluation compares diverse baseli...

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