no code implementations • ACL 2020 • Noe Casas, Marta R. Costa-juss{\`a}, Jos{\'e} A. R. Fonollosa
In Neural Machine Translation, using word-level tokens leads to degradation in translation quality.
no code implementations • WS 2020 • Christine Basta, Marta R. Costa-juss{\`a}, Jos{\'e} A. R. Fonollosa
Gender bias negatively impacts many natural language processing applications, including machine translation (MT).
no code implementations • LREC 2020 • Casimiro Pio Carrino, Marta R. Costa-juss{\`a}, Jos{\'e} A. R. Fonollosa
We then used this dataset to train Spanish QA systems by fine-tuning a Multilingual-BERT model.
no code implementations • WS 2019 • Casimiro Pio Carrino, Bardia Rafieian, Marta R. Costa-juss{\`a}, Jos{\'e} A. R. Fonollosa
Our best-submitted system ranked 2nd and 3rd for Spanish-English and English-Spanish translation directions, respectively.
no code implementations • WS 2019 • Noe Casas, Jos{\'e} A. R. Fonollosa, Carlos Escolano, Christine Basta, Marta R. Costa-juss{\`a}
In this article, we describe the TALP-UPC research group participation in the WMT19 news translation shared task for Kazakh-English.
no code implementations • WS 2019 • Felipe Alfaro, Marta R. Costa-juss{\`a}, Jos{\'e} A. R. Fonollosa
This paper explains the TALP-UPC participation for the Gendered Pronoun Resolution shared-task of the 1st ACL Workshop on Gender Bias for Natural Language Processing.
no code implementations • WS 2018 • Noe Casas, Carlos Escolano, Marta R. Costa-juss{\`a}, Jos{\'e} A. R. Fonollosa
In this article we describe the TALP-UPC research group participation in the WMT18 news shared translation task for Finnish-English and Estonian-English within the multi-lingual subtrack.
no code implementations • WS 2017 • Marta R. Costa-juss{\`a}, Carlos Escolano, Jos{\'e} A. R. Fonollosa
This paper presents experiments comparing character-based and byte-based neural machine translation systems.
no code implementations • WS 2013 • Llu{\'\i}s Formiga, Marta R. Costa-juss{\`a}, Jos{\'e} B. Mari{\~n}o, Jos{\'e} A. R. Fonollosa, Alberto Barr{\'o}n-Cede{\~n}o, Llu{\'\i}s M{\`a}rquez
no code implementations • LREC 2012 • Jordi Adell, Antonio Bonafonte, Antonio Cardenal, Marta R. Costa-juss{\`a}, Jos{\'e} A. R. Fonollosa, Asunci{\'o}n Moreno, Eva Navas, Eduardo R. Banga
The paper presents the tool functionality, the architecture, the digital library and provide some information about the technology involved in the fields of automatic speech recognition, statistical machine translation, text-to-speech synthesis and information retrieval.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +7