Evaluating the effectiveness of prompt engineering for knowledge graph question answering

Many different methods for prompting large language models have been developed since the emergence of OpenAI's ChatGPT in November 2022. In this work, we evaluate six different few-shot prompting methods. The first set of experiments evaluates three frameworks that focus on the quantity or type...

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Bibliographic Details

Published in:	Frontiers in Artificial Intelligence
Main Authors:	Catherine Kosten, Farhad Nooralahzadeh, Kurt Stockinger
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-01-01
Subjects:	knowledge graph question answering SPARQL RDF LLMs prompt engineering
Online Access:	https://www.frontiersin.org/articles/10.3389/frai.2024.1454258/full