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David Pérez-Fernández
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Predicting the evolution of COVID-19 mortality risk: A Recurrent Neural Network approach
M Villegas, A Gonzalez-Agirre, A Gutiérrez-Fandiño, J Armengol-Estapé, ...
Computer Methods and Programs in Biomedicine Update 3, 100089, 2023
172023
Legal-ES: A set of large scale resources for Spanish legal text processing
D Samy, J Arenas-García, D Pérez-Fernández
Proceedings of the 1st Workshop on Language Technologies for Government and …, 2020
82020
Corpus Viewer: NLP and ML-based platform for public policy making and implementation
D Pérez-Fernández, J Arenas-García, D Samy, A Padilla-Soler, ...
Sociedad Española para el Procesamiento del Lenguaje Natural, 2019
72019
Persistent homology captures the generalization of neural networks without a validation set
A Gutiérrez-Fandiño, DP Fernández, J Armengol-Estapé, M Villegas
42021
esCorpius: A Massive Spanish Crawling Corpus
A Gutiérrez-Fandiño, D Pérez-Fernández, J Armengol-Estapé, D Griol, ...
arXiv preprint arXiv:2206.15147, 2022
32022
Characterizing and Measuring the Similarity of Neural Networks with Persistent Homology
D Pérez-Fernández, A Gutiérrez-Fandiño, J Armengol-Estapé, M Villegas
arXiv preprint arXiv:2101.07752, 2021
22021
Determining structural properties of artificial neural networks using algebraic topology
DP Fernández, A Gutiérrez-Fandiño, J Armengol-Estapé, M Villegas
arXiv preprint arXiv:2101.07752, 2021
22021
Hispabot-Covid19: the official Spanish conversational system about Covid-19.
D Griol, DP Fernández, Z Callejas
IberSPEECH, 2021
22021
Un sistema de cruce de información sensible sin compromiso de la privacidad de los datos fuente
DP Fernández
Estadística española 56 (185), 279-297, 2014
22014
Landscaping language technologies using topic modeling and graph analysis: Overview of the spanish contribution
D Samy, D Pérez-Fernández, J Arenas-García
Sociedad Española para el Procesamiento del Lenguaje Natural, 2019
12019
Spanish language technologies plan
DP Fernandez, D Samy, JD Llorens Gonzalez
International Workshop on Future and Emerging Trends in Language Technology …, 2016
12016
Incorporating evidence into mental health Q&A: a novel method to use generative language models for validated clinical content extraction
K Kharitonova, D Pérez-Fernández, J Gutiérrez-Hernando, ...
Behaviour & Information Technology, 1-18, 2024
2024
esCorpius-m: A Massive Multilingual Crawling Corpus with a Focus on Spanish
A Gutiérrez-Fandiño, D Pérez-Fernández, J Armengol-Estapé, D Griol, ...
Applied Sciences 13 (22), 12155, 2023
2023
ChatSubs: A dataset of dialogues in Spanish, Catalan, Basque and Galician extracted from movie subtitles for developing advanced conversational models
K Kharitonova, Z Callejas, D Pérez-Fernández, A Gutiérrez-Fandiño, ...
Data in Brief 50, 109565, 2023
2023
CONVERSA: Effective and Efficient Resources and Models for Transformative Conversational AI in Spanish and Co-official Languages
D Griol, K Kharitonova, D Pérez-Férnandez, A Gutiérrez-Fandiño, ...
2023
Conformal parametrizations defined by polynomials
D Pérez Fernández, J Gonzalo Pérez
Differential Geometry and its Applications 89 (102009), 2023
2023
Espacio de datos federados
DP Fernández, JJ Morillas
Economía industrial, 103-116, 2022
2022
The Large Labelled Logo Dataset (L3D): A Multipurpose and Hand-Labelled Continuously Growing Dataset
A Gutiérrez-Fandiño, D Pérez-Fernández, J Armengol-Estapé
arXiv preprint arXiv:2112.05404, 2021
2021
Proceedings of the First Workshop on Language Technologies for Government and Public Admnistration (LT4Gov)
D Samy, D Pérez-Fernández, J Arenas-García
Proceedings of the First Workshop on Language Technologies for Government …, 2020
2020
Caracterización del sector de Tecnologías del Lenguaje mediante modelado de tópicos y análisis de grafos: Visión general de la participación española
D Pérez-Fernández, J Arenas-García, D Samy
Procesamiento del lenguaje natural 63, 129-136, 2019
2019
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Articles 1–20