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Sequence-to-Sequence Resources for Catalan

Authors :
de Gibert, Ona
Kharitonova, Ksenia
Figueras, Blanca Calvo
Armengol-Estapé, Jordi
Melero, Maite
Publication Year :
2022

Abstract

In this work, we introduce sequence-to-sequence language resources for Catalan, a moderately under-resourced language, towards two tasks, namely: Summarization and Machine Translation (MT). We present two new abstractive summarization datasets in the domain of newswire. We also introduce a parallel Catalan-English corpus, paired with three different brand new test sets. Finally, we evaluate the data presented with competing state of the art models, and we develop baselines for these tasks using a newly created Catalan BART. We release the resulting resources of this work under open license to encourage the development of language technology in Catalan.

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2202.06871
Document Type :
Working Paper