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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
512019
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, 2020
482020
Maria: Spanish language models
A Gutiérrez Fandiño, J Armengol Estapé, M Pàmies, J Llop Palao, ...
Procesamiento del Lenguaje Natural 68, 2022
15*2022
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
122019
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
82021
Spanish biomedical and clinical language embeddings
A Gutiérrez-Fandiño, J Armengol-Estapé, CP Carrino, O De Gibert, ...
arXiv preprint arXiv:2102.12843, 2021
72021
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
72021
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
4*2020
Spanish legalese language model and corpora
A Gutiérrez-Fandiño, J Armengol-Estapé, A Gonzalez-Agirre, M Villegas
arXiv preprint arXiv:2110.12201, 2021
32021
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
32021
Semantic and syntactic information for neural machine translation
J Armengol-Estapé, MR Costa-jussà
Machine Translation 35 (1), 3-17, 2021
32021
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
22021
FinEAS: Financial Embedding Analysis of Sentiment
A Gutiérrez-Fandiño, PN Kolm, MN i Alonso, J Armengol-Estapé
The Journal of Financial Data Science, 2022
12022
Bind the Gap: Compiling Real Software to Hardware FFT Accelerators
J Woodruff, J Armengol-Estapé, S Ainsworth, MFP O'Boyle
43rd ACM SIGPLAN Conference on Programming Language Design and Implementation, 2022
12022
Transfer Learning with Shallow Decoders: BSC at WMT2021’s Multilingual Low-Resource Translation for Indo-European Languages Shared Task
K Kharitonova, O de Gibert Bonet, J Armengol-Estapé, MR i Alvarez, ...
Proceedings of the Sixth Conference on Machine Translation, 362-367, 2021
12021
On the Multilingual Capabilities of Very Large-Scale English Language Models
J Armengol-Estapé, OG Bonet, M Melero
arXiv preprint arXiv:2108.13349, 2021
12021
Learning C to x86 Translation: An Experiment in Neural Compilation
J Armengol-Estapé, MFP O'Boyle
arXiv preprint arXiv:2108.07639, 2021
12021
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
12021
A pipeline for large raw text preprocessing and model training of language models at scale
J Armengol Estapé
Universitat Politècnica de Catalunya, 2021
12021
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
1*2021
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Articles 1–20