Soumalya Sarkar

FROST: Filtering Reasoning Outliers with Attention for Efficient Reasoning

We propose **FROST**, an attention-aware method for efficient reasoning. Unlike traditional approaches, FROST leverages attention weights to prune uncritical reasoning paths, yielding shorter and more reliable reasoning trajectories. Methodologically, we introduce the concept of *reasoning outli…