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Sandra Martins Silva

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#explainable ai Open access Oct 2026

Enhancing Digital Governance Through AI Text Revision: A Comparative Evaluation Using Controlled Error Injection

This study presents a comparative evaluation of 36 Large Language Model (LLM) configurations for automating Plain Language revision in digital public service. We introduce a Controlled Error Injection methodology, in which an auxiliary agent deliberately corrupts well-formed texts while preserving their factual content...

Emerson de Lima Assunção, Giovanna Machado Flores, Benito Toniolo Marino et al. · 0 citations

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