Lechen Zhang

Logit Arithmetic Elicits Long Reasoning Capabilities Without Training

2025 · arXiv (Cornell University)

Large reasoning models exhibit long chain-of-thought reasoning with complex strategies such as backtracking and self-verification. Yet, these capabilities typically require resource-intensive post-training. We investigate whether such behaviors can be elicited in large models without any …