2026

Cloze exercises offer scalable comprehension assessment, but their validity depends on which words are selected as gaps. We compared three automated methods for cloze exercises generated from summaries within an intelligent textbook platform. Conditioning masked language model predictions on the source text (contextuality-plus) produced higher quality and more source-dependent gaps.