Jordi Armengol-Estapé
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Medical word embeddings for Spanish: Development and evaluation
F Soares, M Villegas, A Gonzalez-Agirre, M Krallinger, J Armengol-Estapé
Proceedings of the 2nd Clinical Natural Language Processing Workshop, 124-133, 2019
Overview of Automatic Clinical Coding: Annotations, Guidelines, and Solutions for non-English Clinical Cases at CodiEsp Track of CLEF eHealth 2020.
A Miranda-Escalada, A Gonzalez-Agirre, J Armengol-Estapé, M Krallinger
CLEF (Working Notes), 2020
PharmacoNER Tagger: a deep learning-based tool for automatically finding chemicals and drugs in Spanish medical texts
J Armengol-Estapé, F Soares, M Marimon, M Krallinger
Genomics & informatics 17 (2), 2019
Spanish Biomedical and Clinical Language Embeddings
A Gutiérrez-Fandiño, J Armengol-Estapé, CP Carrino, O De Gibert, ...
arXiv preprint arXiv:2102.12843, 2021
Predicting the Evolution of COVID-19 Mortality Risk: a Recurrent Neural Network Approach
M Villegas, A Gonzalez-Agirre, A Gutiérrez-Fandiño, J Armengol-Estapé, ...
medRxiv, 2020.12. 22.20244061, 2021
Enriching the Transformer with Linguistic Factors for Low-Resource Machine Translation
J Armengol-Estapé, MR Costa-jussà, C Escolano
arXiv preprint arXiv:2004.08053, 2020
Are Multilingual Models the Best Choice for Moderately Under-resourced Languages? A Comprehensive Assessment for Catalan
J Armengol-Estapé, CP Carrino, C Rodriguez-Penagos, OG Bonet, ...
arXiv preprint arXiv:2107.07903, 2021
Spanish Language Models
A Gutiérrez-Fandiño*, J Armengol-Estapé*, M Pàmies, J Llop-Palao, ...
arXiv preprint arXiv:2107.07253, 2021
Determining Structural Properties of Artificial Neural Networks Using Algebraic Topology
D Pérez Fernández, A Gutiérrez-Fandiño, J Armengol-Estapé, M Villegas
arXiv e-prints, arXiv: 2101.07752, 2021
Overview of MESINESP8, a Spanish Medical Semantic Indexing Task within BioASQ 2020
C Rodriguez-Penagos, A Nentidis, A Gonzalez-Agirre, A Asensio, ...
Neural Machine Translation and Linked Data
J Armengol Estapé
Universitat Politècnica de Catalunya, 2019
FinEAS: Financial Embedding Analysis of Sentiment
A Gutiérrez-Fandiño, P Kolm, J Armengol-Estapé
arXiv preprint arXiv:2111.00526, 2021
Spanish Legalese Language Model and Corpora
A Gutiérrez-Fandiño, J Armengol-Estapé, A Gonzalez-Agirre, M Villegas
arXiv preprint arXiv:2110.12201, 2021
Spanish Biomedical Crawled Corpus: A Large, Diverse Dataset for Spanish Biomedical Language Models
CP Carrino, J Armengol-Estapé, OG Bonet, A Gutiérrez-Fandiño, ...
arXiv preprint arXiv:2109.07765, 2021
Biomedical and Clinical Language Models for Spanish: On the Benefits of Domain-Specific Pretraining in a Mid-Resource Scenario
CP Carrino, J Armengol-Estapé, A Gutiérrez-Fandiño, J Llop-Palao, ...
arXiv preprint arXiv:2109.03570, 2021
On the Multilingual Capabilities of Very Large-Scale English Language Models
J Armengol-Estapé, OG Bonet, M Melero
arXiv preprint arXiv:2108.13349, 2021
Learning C to x86 Translation: An Experiment in Neural Compilation
J Armengol-Estapé, MFP O'Boyle
arXiv preprint arXiv:2108.07639, 2021
Persistent Homology Captures the Generalization of Neural Networks Without A Validation Set
A Gutiérrez-Fandiño, D Pérez-Fernández, J Armengol-Estapé, M Villegas
arXiv preprint arXiv:2106.00012, 2021
Characterizing and Measuring the Similarity of Neural Networks with Persistent Homology
DP Fernández, A Gutiérrez-Fandiño, J Armengol-Estapé, M Villegas
Semantic and syntactic information for neural machine translation
J Armengol-Estapé, MR Costa-jussà
Machine Translation 35 (1), 3-17, 2021
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