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Randerson Oliveira Melville Rebouças

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#small language model Open access Sep 2026

A Diagnostic Evaluation of Small Language Models for Offline Writing-Feedback Tutoring in Brazilian Portuguese: A Study on Structural and Pedagogical Adherence under Public-School Infrastructure Constraints

Diagnostic benchmark of eight open Small Language Models (≤3.8B parameters) for writing-feedback tutoring in Brazilian Portuguese, evaluated strictly offline on CPU against a metalinguistic rubric derived from Koch's Textual Linguistics. Includes a four-isolation falsification protocol on the Llama 3.2 family, supporte...

Randerson Oliveira Melville Rebouças, Marcelo Magalhães Foohs, Rosa María Vicari · 0 citations

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