04:00
2026-05-25
arxiv.org
large-language-models
PathCal: State-Aware Reflection-Marker Calibration for Efficient Reasoning
Researchers introduced PathCal, a training-free decoding controller that calibrates reasoning paths in large language models by distinguishing distinct types of reflection markers such as "wait" and "โฆ