Do Reasoning Representations Help Humans Evaluate LLM Outputs?

Jaewoo Lim, Sungbok Shin, Sanghyun Hong

Reasoning representations are increasingly used as explanations for large language model outputs. Yet they are typically evaluated with model-centric criteria, such as answer accur…