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

Ernesto Luis Estevanell-Valladares

María Miró Maestre Ernesto Luis Estevanell-Valladares Robiert Sepúlveda-Torres Armando Suárez Cueto Enhancing Pragmatic Processing: A Two-Dimension Approach to Detecting Intentions in Spanish. 263-276 2025 74 Proces. del Leng. Natural http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/6680 db/journals/pdln/pdln74.html#MaestreESC25 streams/journals/pdln

Alicia Picazo-Izquierdo Ernesto Luis Estevanell-Valladares Ruslan Mitkov Rafael Muñoz Guillena Manuel Palomar IBERMAT - Corpus of Human and Machine Translated Multi-Domain Content in Basque, Catalan, Galician and Spanish: Description and Exploitation. 337-348 2025 75 Proces. del Leng. Natural http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/6758 db/journals/pdln/pdln75.html#PicazoIzquierdoEMGP25 streams/journals/pdln

Ernesto Luis Estevanell-Valladares Suilan Estevez-Velarde Yoan Gutiérrez Andrés Montoyo Ruslan Mitkov XAutoLM: Efficient Fine-Tuning of Language Models via Meta-Learning and AutoML. 7863-7880 2025 EMNLP https://doi.org/10.18653/v1/2025.emnlp-main.399 conf/emnlp/2025 db/conf/emnlp/emnlp2025.html#EstevanellValladaresEGM25 streams/conf/emnlp 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 Continual Pretraining of a Small Language Model on Cuban Spanish Corpora. IWAIPR 2025 125-138 conf/iwaipr/2025 https://doi.org/10.1007/978-3-032-11358-0_11 db/conf/iwaipr/iwaipr2025.html#EstevanellValladaresEPA25 streams/conf/iwaipr María Miró Maestre Robiert Sepúlveda-Torres Ernesto Luis Estevanell-Valladares Armando Suárez Cueto Elena Lloret Towards Intention-aligned Reviews Summarization: Enhancing LLM Outputs with Pragmatic Cues. RANLP 2025 737-747 conf/ranlp/2025 https://aclanthology.org/2025.ranlp-1.85/ db/conf/ranlp/ranlp2025.html#MaestreSECL25 streams/conf/ranlp

Ernesto Luis Estevanell-Valladares Suilan Estevez-Velarde Yoan Gutiérrez Andrés Montoyo Ruslan Mitkov XAutoLM: Efficient Fine-Tuning of Language Models via Meta-Learning and AutoML. 2025 August abs/2508.00924 CoRR https://doi.org/10.48550/arXiv.2508.00924 db/journals/corr/corr2508.html#abs-2508-00924 streams/journals/corr

Ernesto Luis Estevanell-Valladares Yoan Gutiérrez Andrés Montoyo-Guijarro Rafael Muñoz Guillena Yudivián Almeida-Cruz Balancing Efficiency and Performance in NLP: A Cross-Comparison of Shallow Machine Learning and Large Language Models via AutoML. 221-233 2024 73 Proces. del Leng. Natural http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/6612 db/journals/pdln/pdln73.html#EstevanellValladaresGMG24 streams/journals/pdln

Ernesto Luis Estevanell-Valladares Improving AutoML for LLMs via Knowledge-Based Meta-Learning. 69-77 2024 NLP-DS@SEPLN https://ceur-ws.org/Vol-3797/paper9.pdf conf/sepln/2024pln-ds db/conf/sepln/pln-ds2024.html#Estevanell-Valladares24 Ernesto Luis Estevanell-Valladares Automatically Designing Machine Learning Models out of Natural Language. 37-44 2023 PLN-DS@SEPLN https://ceur-ws.org/Vol-3625/paper5.pdf conf/sepln/2023pln-ds db/conf/sepln/pln-ds2023.html#Valladares23 Mario Alfonso Prado-Romero Bardh Prenkaj Giovanni Stilo Alessandro Celi Ernesto Luis Estevanell-Valladares Daniel Alejandro Valdés Pérez Ensemble Approaches for Graph Counterfactual Explanations. 88-97 2022 XAI.it@AI*IA https://ceur-ws.org/Vol-3277/paper6.pdf conf/aiia/2022xaiit db/conf/aiia/xaiit2022.html#Prado-RomeroPSC22 Ernesto Luis Estevanell-Valladares Suilan Estevez-Velarde Alejandro Piad-Morffis Yoan Gutiérrez Andrés Montoyo Rafael Muñoz 0001 Yudivián Almeida-Cruz Knowledge Discovery in COVID-19 Research Literature. 402-410 2021 RANLP https://aclanthology.org/2021.ranlp-1.46 conf/ranlp/2021 db/conf/ranlp/ranlp2021.html#Estevanell-Valladares21 Alejandro Piad-Morffis Suilan Estevez-Velarde Ernesto Luis Estevanell-Valladares Yoan Gutiérrez Andrés Montoyo Rafael Muñoz 0001 Yudivián Almeida-Cruz Knowledge Discovery in COVID-19 Research Literature. 2020 NLP4COVID@EMNLP https://doi.org/10.18653/v1/2020.nlpcovid19-2.22 conf/emnlp/2020covid db/conf/emnlp/covid2020.html#Piad-MorffisEEG20 Yudivián Almeida-Cruz Roberto Marti Cedeño Alessandro Celi Juan Pablo Consuegra-Ayala Suilan Estévez-VelardeSuilan Estevez-Velarde Niley González Ferrales Yoan Gutiérrez Elena Rodríguez Horta Elena Lloret María Miró Maestre Ruslan Mitkov Andrés MontoyoAndrés Montoyo-Guijarro Rafael Muñoz 0001Rafael Muñoz Guillena Manuel Palomar Daniel A. Valdés PérezDaniel Alejandro Valdés Pérez Alejandro Piad-Morffis Alicia Picazo-Izquierdo Mario Alfonso Prado-Romero Bardh Prenkaj Deborah Famadas Rodríguez Gabriel Hernández Rodríguez Roberto Garcia Rodriguez Robiert Sepúlveda-Torres Giovanni Stilo Armando SuárezArmando Suárez Cueto Carla Sunami Pérez Valera Alejandro Beltrán Varela