Answer-Distribution Trajectories: A Stochastic-Dynamics View of LLM Reasoning
Chain-of-thought reasoning provides a structured computation between a model's input and final answer. Yet it is often evaluated through endpoint accuracy, which ignores the path taken to reach that answer. An emerging line of work addresses this limitation using entropy profiles, which track how uncertainty evolves ov...
M. Catala, Haitz Sáez de Ocáriz Borde, D. Murari et al.
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