Search Results for author: David Pérez-Fernández

Found 4 papers, 3 papers with code

esCorpius: A Massive Spanish Crawling Corpus

no code implementations30 Jun 2022 Asier Gutiérrez-Fandiño, David Pérez-Fernández, Jordi Armengol-Estapé, David Griol, Zoraida Callejas

However, the results in Spanish present important shortcomings, as they are either too small in comparison with other languages, or present a low quality derived from sub-optimal cleaning and deduplication.

Language Modelling

Characterizing and Measuring the Similarity of Neural Networks with Persistent Homology

1 code implementation NeurIPS 2021 David Pérez-Fernández, Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Marta Villegas

Characterizing the structural properties of neural networks is crucial yet poorly understood, and there are no well-established similarity measures between networks.

Topological Data Analysis

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