SELFDOUBT: Uncertainty Quantification for Reasoning LLMs via the Hedge-to-Verify Ratio

This research introduces SELFDOUBT, a novel single-pass framework that quantifies uncertainty in reasoning LLMs using the Hedge-to-Verify Ratio, offering a c...

Level: advanced

By Satwik Pandey, Suresh Raghu, Shashwat Pandey

Category: research