Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria

Joonwon Jang, Jaehee Kim, Wonbin Kweon +2

Large Language Models (LLMs) rely on generating extensive intermediate reasoning units (e.g., tokens, sentences) to enhance final answer quality across a wide range of complex task…