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cs.CL2024
LLMs and the Madness of Crowds
William F. Bradley
We investigate the patterns of incorrect answers produced by large language models (LLMs) during evaluation. These errors exhibit highly non-intuitive behaviors unique to each mode…
cs.CL2024
Enhancing LLM Evaluations: The Garbling Trick
William F. Bradley
As large language models (LLMs) become increasingly powerful, traditional evaluation metrics tend to saturate, making it challenging to distinguish between models. We propose a gen…