Sijie Li

Enhancing Auto-regressive Chain-of-Thought through Loop-Aligned Reasoning

2025 · arXiv (Cornell University)

Chain-of-Thought (CoT) prompting has emerged as a powerful technique for enhancing language model's reasoning capabilities. However, generating long and correct CoT trajectories is challenging. Recent studies have demonstrated that Looped Transformers possess remarkable length generalization …