How Much Would a Clinician Edit This Draft? Evaluating LLM Alignment for Patient Message Response Drafting"While LLMs demonstrate capability in drafting certain thematic elements, they struggle with clinician-aligned generation in other themes, particularly question asking to elicit further information from patients."Parker Seegmiller, Joseph Gatto, Sarah E. Greer, Ganza Belise Isingizwe, Rohan Ray, Timothy E. Burdick, and Sarah Masud Preum. 2026. How Much Would a Clinician Edit This Draft? Evaluating LLM Alignment for Patient Message Response Drafting. In Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 32620–32646, San Diego, California, United States. Association for Computational Linguistics. https://doi.org/10.18653/v1/2026.acl-long.1505#AI #ArtificialIntelligence #Technology #Tech #LLM #Medicine #Health #Research #Academia
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