6 citations · 9 across the 4 of their papers we have counts for
5 papers
Sequence-to-Sequence Resources for Catalan
Ona de Gibert, Ksenia Kharitonova, Blanca Calvo Figueras +2
In this work, we introduce sequence-to-sequence language resources for Catalan, a moderately under-resourced language, towards two tasks, namely: Summarization and Machine Translat…
The Catalan Language CLUB
Carlos Rodriguez-Penagos, Carme Armentano-Oller, Marta Villegas +4
The Catalan Language Understanding Benchmark (CLUB) encompasses various datasets representative of different NLU tasks that enable accurate evaluations of language models, followin…
On the Multilingual Capabilities of Very Large-Scale English Language Models
Jordi Armengol-Estapé, Ona de Gibert Bonet, Maite Melero
Generative Pre-trained Transformers (GPTs) have recently been scaled to unprecedented sizes in the history of machine learning. These models, solely trained on the language modelin…
Are Multilingual Models the Best Choice for Moderately Under-resourced Languages? A Comprehensive Assessment for Catalan
Jordi Armengol-Estapé, Casimiro Pio Carrino, Carlos Rodriguez-Penagos +5
Multilingual language models have been a crucial breakthrough as they considerably reduce the need of data for under-resourced languages. Nevertheless, the superiority of language-…
English-Catalan Neural Machine Translation in the Biomedical Domain through the cascade approach
Marta R. Costa-jussà, Noe Casas, Maite Melero
This paper describes the methodology followed to build a neural machine translation system in the biomedical domain for the English-Catalan language pair. This task can be consider…