HalluField flags LLM hallucinations using a hand-weighted temperature-perturbation of token-level 'free energy' (negative log-likelihood) and Shannon entropy.
10 Sebastian Farquhar, Jannik Kossen, Lorenz Kuhn, and Yarin Gal
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HalluField: Detecting LLM Hallucinations via Field-Theoretic Modeling
HalluField flags LLM hallucinations using a hand-weighted temperature-perturbation of token-level 'free energy' (negative log-likelihood) and Shannon entropy.