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Sequential Bayesian Evaluation of Large Language Model Behavior

Kher, Saatvik et al.
arXiv (All) · Papers
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applicationscomputation-and-language
It is increasingly important to evaluate the characteristics of systems based on large language models (LLMs). Evaluations in this context often rely on a curated benchmark set of input prompts provided to the LLM, where the output for each prompt may be assigned a binary or ordinal score and the ag
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