Evaluating LLM Workflows for Generating Clinical Communication Assessment Items: A Comparative Study with Subject-Matter Experts

Proceedings of the 21st Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2026) 2026 Open access

Read full text
Authors: Christopher Runyon, Peter Baldwin, Ian Micir, Kevin Frome, Stephanie Mann, Saed Rezayi, Keelan Evanini, Victoria Yaneva
DOI: 10.18653/v1/2026.bea-1.12
Cited by: 1

Abstract

Christopher Runyon, Peter Baldwin, Ian Micir, Kevin Frome, Stephanie Mann, Saed Rezayi, Keelan Evanini, Victoria Yaneva. Proceedings of the 21st Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2026). 2026.

Fields of Study & Subjects

Topic Modeling Text Readability and Simplification Artificial Intelligence in Healthcare and Education

Publication details

Journal / source
Proceedings of the 21st Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2026)
Publisher
Association for Computational Linguistics
Pages
153–173
Publication date
1 January 2026