Jonathan Ward

Self-critiquing models for assisting human evaluators

2022 · arXiv (Cornell University)

We fine-tune large language models to write natural language critiques (natural language critical comments) using behavioral cloning. On a topic-based summarization task, critiques written by our models help humans find flaws in summaries that they …