Language Model Refinement

RefineBench: Evaluating Refinement Capability of Language Models via Checklists

We revisit the question of whether or not language models (LMs) can refine their responses. Extending beyond prior works, we explore both (1) guided refinement, where users explicitly provide natural language feedback about unsatisfactory response …