Search Results for author: Xabier Soto

Found 4 papers, 0 papers with code

Ixamed’s submission description for WMT20 Biomedical shared task: benefits and limitations of using terminologies for domain adaptation

no code implementations WMT (EMNLP) 2020 Xabier Soto, Olatz Perez-de-Viñaspre, Gorka Labaka, Maite Oronoz

Regarding the techniques used, we base on the findings from our previous works for translating clinical texts into Basque, making use of clinical terminology for adapting the MT systems to the clinical domain.

Domain Adaptation Machine Translation +1

Comparing and combining tagging with different decoding algorithms for back-translation in NMT: learnings from a low resource scenario

no code implementations EAMT 2022 Xabier Soto, Olatz Perez-de-Viñaspre, Gorka Labaka, Maite Oronoz

Recently, diverse approaches have been proposed to get better automatic evaluation results of NMT models using back-translation, including the use of sampling instead of beam search as decoding algorithm for creating the synthetic corpus.

Machine Translation NMT +2

Selecting Backtranslated Data from Multiple Sources for Improved Neural Machine Translation

no code implementations ACL 2020 Xabier Soto, Dimitar Shterionov, Alberto Poncelas, Andy Way

Machine translation (MT) has benefited from using synthetic training data originating from translating monolingual corpora, a technique known as backtranslation.

Machine Translation Translation

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