作者位次 #4/9ACL 2026Findings· Findings of ACL
Thinking Traps in Long Chain-of-Thought: A Measurable Study and Trap-Aware Adaptive Restart
Chenkang · Fan Yu · Junjie Nian · Sihan Zhao · Zhuoka Feng · Zijun Yao · Wang Heng · Yu Minshen · Yixin Cao
摘要
Scaling test-time compute via Long Chain-of-Thought (Long-CoT) significantly enhances reasoning capabilities, yet extended generation does not guarantee correctness: after an early wrong commitment, models may keep elaborating a self-consistent but incorrect prefix. Through fine-grained trajector...