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Author

James A. Michaelov

MIT

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#natural language process... Preprint Sep 2026

Beetle: A Bilingual Model Suite for Modelling Second-Language Processing

Evaluating models on human bilingual and second language reading-time prediction and grammaticality judgement tasks, it is found that staged and temporally structured curricula consistently improve alignment with language learner reading time compared to balanced bilingual training.

Suchir Salhan, Catherine Arnett, James A. Michaelov et al. · 0 citations
Review Open access Jul 2026

Large Language Models as Distributional Baselines for Language Tasks

The central contributions of this paper articulate the conditions under which distributional predictability threatens the internal validity of an experiment and provide concrete recommendations for how to control for this potential confound.

Sean Trott, James A. Michaelov, Cameron R. Jones et al. · 0 citations

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