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Detecting hallucinations in large language models using semantic entropy

Computer Science

Detecting hallucinations in large language models using semantic entropy

S. Farquhar, J. Kossen, et al.

Discover how researchers Sebastian Farquhar, Jannik Kossen, Lorenz Kuhn, and Yarin Gal are tackling the reliability of large language models with an innovative entropy-based method. This approach enables users to identify confabulations—incorrect outputs—without needing prior task knowledge, paving the way for safer applications in various fields.

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