Author

P. Martínez

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HULAT-UC3M at TSAR 2025 Shared Task: A Prompt-Based Approach using Lightweight Language Models for Readability-Controlled Text Simpliﬁcation

The participation of the HULAT-UC3M team in the TSAR 2025 Shared Task on Readability-Controlled Text Simplification is described, and their approach uses open and lightweight Large Language Models with different sizes, together with two strategies for prompt engineering.

Jesús M. Sánchez-Gómez, Lourdes Moreno, P. Martínez et al. · 0 citations

Open access Aug 2026

Benchmark of small language models for plain-language simplification in Spanish clinical texts

This work presents the first benchmark of small language models for Spanish clinical plain-language adaptation and introduces MEDICLARO, a corpus specifically designed for this task, and establishes a solid foundation for integrating small language models into Spanish clinical workflows.

P. Martínez, Jesús M. Sánchez-Gómez, Lourdes Moreno · Scientific Reports · 1 citation