作者位次 #4/6ACL 2026Poster· Natural Language Processing
N eu R easoner: Towards Explainable, Controllable, and Unified Reasoning via Mixture-of-Neurons
Haonan Dong · Kehan Jiang · Haoran Ye · Wenhao Zhu · Zhaolu Kang · Guojie Song
摘要
Large Reasoning Models (LRMs) have recently achieved remarkable success in complex reasoning tasks. However, closer scrutiny reveals persistent failure modes compromising performance and cost: I) Intra-step level, marked by calculation or derivation errors; II) Inter-step level, involving oscilla...