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SWIM: Student Writing Simulation via Proficiency-Conditioned Generation

This story is from 2026-09-04. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2609.03215v1 Announce Type: new Abstract: Writing proficiency manifests in how students develop content, organize ideas, choose words, and use language. Despite growing interest in LLM-based student simulation, whether LLMs can reproduce such multidimensional variation in extended writing rem…

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  1. 2026-09-04 04:00 · arXiv cs.CL
    SWIM: Student Writing Simulation via Proficiency-Conditioned Generation

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