SteadyThought: Mitigating LLM Under-Thinking via Thought-Level Preference Optimization.

arXiv:2610.25045v1 Announce Type: new Abstract: Flexible switching between reasoning trajectories (i.e., thought switching) has significantly enhanced the reasoning capabilities of Large Reasoning Models (LRMs). However, existing models often switch excessivel