Ernesto Luis Estevanell-Valladares

According to our database, Ernesto Luis Estevanell-Valladares authored at least 8 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

XAutoLM: Efficient Fine-Tuning of Language Models via Meta-Learning and AutoML.

Ernesto Luis Estevanell-Valladares, Suilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo, Ruslan Mitkov

CoRR, August, 2025

IBERMAT - Corpus of Human and Machine Translated Multi-Domain Content in Basque, Catalan, Galician and Spanish: Description and Exploitation.

Alicia Picazo-Izquierdo, Ernesto Luis Estevanell-Valladares, Ruslan Mitkov, Rafael Muñoz Guillena, Manuel Palomar

Proces. del Leng. Natural, 2025

Enhancing Pragmatic Processing: A Two-Dimension Approach to Detecting Intentions in Spanish.

María Miró Maestre, Ernesto Luis Estevanell-Valladares, Robiert Sepúlveda-Torres, Armando Suárez Cueto

Proces. del Leng. Natural, 2025

2024

Balancing Efficiency and Performance in NLP: A Cross-Comparison of Shallow Machine Learning and Large Language Models via AutoML.

Ernesto Luis Estevanell-Valladares, Yoan Gutiérrez, Andrés Montoyo-Guijarro, Rafael Muñoz Guillena, Yudivián Almeida-Cruz

Proces. del Leng. Natural, 2024

Improving AutoML for LLMs via Knowledge-Based Meta-Learning.

Ernesto Luis Estevanell-Valladares

Proceedings of the Doctoral Symposium on Natural Language Processing (NLP-DS 2024) held as part of the XL edition of the International Conference of the Spanish Society for Natural Language Processing (SEPLN 2024), 2024

2023

Automatically Designing Machine Learning Models out of Natural Language.

Ernesto Luis Estevanell-Valladares

Proceedings of the Doctoral Symposium on Natural Language Processing from the Proyecto ILENIA (PLN-DS-2023) held as part of the XXXIX edition of the International Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

2022

Ensemble Approaches for Graph Counterfactual Explanations.

Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo, Alessandro Celi, Ernesto Luis Estevanell-Valladares, Daniel Alejandro Valdés Pérez

Proceedings of the 3rd Italian Workshop on Explainable Artificial Intelligence co-located with 21th International Conference of the Italian Association for Artificial Intelligence(AIxIA 2022), Udine, Italy, November 28, 2022

2021

Knowledge Discovery in COVID-19 Research Literature.

Ernesto Luis Estevanell-Valladares, Suilan Estevez-Velarde, Alejandro Piad-Morffis, Yoan Gutiérrez, Andrés Montoyo, Rafael Muñoz, Yudivián Almeida-Cruz

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021