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Aline Paes

2 accepted papers

2025

Evaluating LLMs for Portuguese Sentence Simplification with Linguistic Insights

ACL 2025long

Sentence simplification (SS) focuses on adapting sentences to enhance their readability and accessibility. While large language models (LLMs) match task-specific baselines in English SS, their performance in Portuguese remains underexplored. This paper presents a comprehensive performance comparison…

2024

Enhancing Sentence Simplification in Portuguese: Leveraging Paraphrases, Context, and Linguistic Features

ACL 2024findings

Automatic text simplification focuses on transforming texts into a more comprehensible version without sacrificing their precision. However, automatic methods usually require (paired) datasets that can be rather scarce in languages other than English. This paper presents a new approach to automatic…