Measuring LLM Self-consistency: Unknown Unknowns in Knowing Machines

This essay critically examines some limitations and misconceptions of Large Language Models (LLMs) in relation to knowledge and self-knowledge, particularly in the context of social sciences and humanities (SSH) research. Using an experimental approach, we evaluate the self-consistency of LLM respon...

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Autors principals:	Mathieu Jacomy, Erik Borra
Format:	Artigo
Idioma:	Inglês
Publicat:	University of Bologna 2024-10-01
Col·lecció:	Sociologica
Matèries:	large language models robustness analysis prompt engineering critical technical practice knowledge analysis
Accés en línia:	https://sociologica.unibo.it/article/view/19488
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