David Pérez-Fernández

According to our database, David Pérez-Fernández authored at least 15 papers between 2016 and 2025.

Collaborative distances:

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

2025

Incorporating evidence into mental health Q&A: a novel method to use generative language models for validated clinical content extraction.

Ksenia Kharitonova, David Pérez Fernández, Javier Gutiérrez-Hernando, Asier Gutiérrez-Fandiño, Zoraida Callejas, David Griol

Behav. Inf. Technol., June, 2025

Topic models for decision-support systems. Part I: Training, representation and exploitation of topic models.

Lorena Calvo-Bartolomé, Diamadis Tziotzios, Saúl Blanco-Fortes, David Pérez-Fernández, Jerónimo Arenas-García

Eng. Appl. Artif. Intell., 2025

CASE: Large Scale Topic Exploitation for Decision Support Systems.

Lorena Calvo-Bartolomé, Jerónimo Arenas-García, David Pérez Fernández

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024

Leveraging Retrieval-Augmented Generation for Reliable Medical Question Answering Using Large Language Models.

Ksenia Kharitonova, David Pérez Fernández, Javier Gutiérrez-Hernando, Asier Gutiérrez-Fandiño, Zoraida Callejas, David Griol

Proceedings of the Hybrid Artificial Intelligent Systems - 19th International Conference, 2024

2023

CONVERSA: Effective and Efficient Resources and Models for Transformative Conversational AI in Spanish and Co-official Languages.

David Griol, Ksenia Kharitonova, David Pérez Fernández, Asier Gutiérrez-Fandiño, Zoraida Callejas

Proceedings of the Annual Conference of the Spanish Association for Natural Language Processing 2023: Projects and System Demonstrations (SEPLN-PD 2023) co-located with the International Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

2022

esCorpius: A Massive Spanish Crawling Corpus.

Asier Gutiérrez-Fandiño, David Pérez Fernández, Jordi Armengol-Estapé, David Griol, Zoraida Callejas

Proceedings of the 6th International Conference, 2022

2021

The Large Labelled Logo Dataset (L3D): A Multipurpose and Hand-Labelled Continuously Growing Dataset.

Asier Gutiérrez-Fandiño, David Pérez Fernández, Jordi Armengol-Estapé

CoRR, 2021

Persistent Homology Captures the Generalization of Neural Networks Without A Validation Set.

Asier Gutiérrez-Fandiño, David Pérez Fernández, Jordi Armengol-Estapé, Marta Villegas

CoRR, 2021

Determining Structural Properties of Artificial Neural Networks Using Algebraic Topology.

David Pérez Fernández, Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Marta Villegas

CoRR, 2021

Hispabot-Covid19: the official Spanish conversational system about Covid-19.

David Griol, David Pérez Fernández, Zoraida Callejas

Proceedings of the Fifth International Conference, 2021

2020

Legal-ES: A Set of Large Scale Resources for Spanish Legal Text Processing.

Doaa Samy, Jerónimo Arenas-García, David Pérez-Fernández

Proceedings of the 1st Workshop on Language Technologies for Government and Public Administration, 2020

2019

Landscaping Language Technologies using Topic Modeling and Graph Analysis: Overview of the Spanish Contribution.

Doaa Samy, David Pérez-Fernández, Jerónimo Arenas-García

Proces. del Leng. Natural, 2019

Corpus Viewer: NLP and ML-based Platform for Public Policy Making and Implementation.

David Pérez-Fernández, Jerónimo Arenas-García, Doaa Samy, Antonio Padilla-Soler, Vanessa Gómez-Verdejo

Proces. del Leng. Natural, 2019

2018

ELRI - European Language Resources Infrastructure.

Thierry Etchegoyhen, Borja Anza Porras, Andoni Azpeitia, Eva Martínez Garcia, Paulo Vale, José Luis Fonseca, Teresa Lynn, Jane Dunne, Federico Gaspari, Andy Way, Victoria Arranz, Khalid Choukri, Vladimir Popescu, Pedro Neiva, Rui Neto, Maite Melero, David Pérez Fernández, António Branco, Ruben Branco, Luís Gomes

Proceedings of the 21st Annual Conference of the European Association for Machine Translation, 2018

2016

Spanish Language Technologies Plan.

David Pérez-Fernández, Doaa Samy, Juan de Dios Llorens Gonzalez

Proceedings of the Future and Emerging Trends in Language Technology. Machine Learning and Big Data, 2016