Ernesto Luis Estevanell-Valladares

14 papers A* 1Misc 2Journal 5Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Discriminative Benchmarking of Spanish Language Models: Findings from the ODESIA Challenge 2024.
Proces. del Leng. Natural
Alejandro Benito-Santos, Roser Morante, Adrián Ghajari Espinosa, Iker García-Ferrero, Robiert Sepúlveda-Torres, German Rigau, Rodrigo Agerri, Juan Pablo Consuegra-Ayala, Ernesto Luis Estevanell-Valladares, Fabio Yáñez-Romero, Miquel Canal-Esteve, Yoan Gutiérrez, Rafael Muñoz Guillena, Manuel Palomar, Eva Sánchez-Salido, Guillermo Marco, Andrés Fernández García, Víctor Fresno, Enrique Amigó, Laura Plaza, Jorge Carrillo-de-Albornoz, Miguel Lucas, Julio Gonzalo
2026 — conf
SmartMatch: Real-Time Semantic Retrieval for Translation Memory Systems.
EACL (System Demonstrations)
Ernesto Luis Estevanell-Valladares, Salima Lamsiyah, Alicia Picazo-Izquierdo, Tharindu Ranasinghe, Ruslan Mitkov, Rafael Muñoz
2025 — conf
Continual Pretraining of a Small Language Model on Cuban Spanish Corpora.
IWAIPR
Ernesto Luis Estevanell-Valladares, Suilan Estevez-Velarde, Alejandro Piad-Morffis, Yudivián Almeida-Cruz, Alejandro Beltrán Varela, Carla Sunami Pérez Valera, Daniel Alejandro Valdés Pérez, Deborah Famadas Rodríguez, Elena Rodríguez Horta, Gabriel Hernández Rodríguez, Niley González Ferrales, Roberto Garcia Rodriguez, Roberto Marti Cedeño, Juan Pablo Consuegra-Ayala, Robiert Sepúlveda-Torres, Yoan Gutiérrez, Andrés Montoyo, Rafael Muñoz Guillena, Manuel Palomar
2025 J jnl
Enhancing Pragmatic Processing: A Two-Dimension Approach to Detecting Intentions in Spanish.
Proces. del Leng. Natural
María Miró Maestre, Ernesto Luis Estevanell-Valladares, Robiert Sepúlveda-Torres, Armando Suárez Cueto
2025 J jnl
IBERMAT - Corpus of Human and Machine Translated Multi-Domain Content in Basque, Catalan, Galician and Spanish: Description and Exploitation.
Proces. del Leng. Natural
Alicia Picazo-Izquierdo, Ernesto Luis Estevanell-Valladares, Ruslan Mitkov, Rafael Muñoz Guillena, Manuel Palomar
2025 Misc conf
Towards Intention-aligned Reviews Summarization: Enhancing LLM Outputs with Pragmatic Cues.
RANLP
María Miró Maestre, Robiert Sepúlveda-Torres, Ernesto Luis Estevanell-Valladares, Armando Suárez Cueto, Elena Lloret
2025 A* conf
XAutoLM: Efficient Fine-Tuning of Language Models via Meta-Learning and AutoML.
EMNLP
Ernesto Luis Estevanell-Valladares, Suilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo, Ruslan Mitkov
2025 J jnl
XAutoLM: Efficient Fine-Tuning of Language Models via Meta-Learning and AutoML.
CoRR
Ernesto Luis Estevanell-Valladares, Suilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo, Ruslan Mitkov
2024 J jnl
Balancing Efficiency and Performance in NLP: A Cross-Comparison of Shallow Machine Learning and Large Language Models via AutoML.
Proces. del Leng. Natural
Ernesto Luis Estevanell-Valladares, Yoan Gutiérrez, Andrés Montoyo-Guijarro, Rafael Muñoz Guillena, Yudivián Almeida-Cruz
2024 — conf
Improving AutoML for LLMs via Knowledge-Based Meta-Learning.
NLP-DS@SEPLN
Ernesto Luis Estevanell-Valladares
2023 — conf
Automatically Designing Machine Learning Models out of Natural Language.
PLN-DS@SEPLN
Ernesto Luis Estevanell-Valladares
2022 — conf
Ensemble Approaches for Graph Counterfactual Explanations.
XAI.it@AI*IA
Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo, Alessandro Celi, Ernesto Luis Estevanell-Valladares, Daniel Alejandro Valdés Pérez
2021 Misc conf
Knowledge Discovery in COVID-19 Research Literature.
RANLP
Ernesto Luis Estevanell-Valladares, Suilan Estevez-Velarde, Alejandro Piad-Morffis, Yoan Gutiérrez, Andrés Montoyo, Rafael Muñoz, Yudivián Almeida-Cruz
2020 — conf
Knowledge Discovery in COVID-19 Research Literature.
NLP4COVID@EMNLP
Alejandro Piad-Morffis, Suilan Estevez-Velarde, Ernesto Luis Estevanell-Valladares, Yoan Gutiérrez, Andrés Montoyo, Rafael Muñoz, Yudivián Almeida-Cruz