一作ACL 2026Findings· Findings of ACL
NEAT : Neuron-Based Early Exit for Large Reasoning Models
Kang Liu · Yongkang Liu · Xiaocui Yang · Peidong Wang · Wen Zhang · Shi Feng · Yifei Zhang · Daling Wang
摘要
Large Reasoning Models (LRMs) often suffer from overthinking, a phenomenon in which redundant reasoning steps are generated after a correct solution has already been reached. Existing early reasoning exit methods primarily rely on output-level heuristics or trained probing models to skip redundan...