Partial Reasoning in Language Models: Search and Refinement Guided by Uncertainty

Explore PREGU, an advanced uncertainty-aware mechanism that dynamically refines partial reasoning paths in large language models using entropy signals and la...

Level: advanced

By Murilo da Luz, Bruno Brandão, Luana Martins, Gustavo Oliveira, Bryan de Oliveira, Luckeciano Melo, Telma Soares

Category: research