Search Results for author: Marc{'}Aurelio Ranzato

Found 3 papers, 1 papers with code

Discriminative Reranking for Neural Machine Translation

no code implementations ACL 2021 Ann Lee, Michael Auli, Marc{'}Aurelio Ranzato

Reranking models enable the integration of rich features to select a better output hypothesis within an n-best list or lattice.

Data Augmentation Machine Translation +1

Phrase-Based \& Neural Unsupervised Machine Translation

no code implementations EMNLP 2018 Guillaume Lample, Myle Ott, Alexis Conneau, Ludovic Denoyer, Marc{'}Aurelio Ranzato

Machine translation systems achieve near human-level performance on some languages, yet their effectiveness strongly relies on the availability of large amounts of parallel sentences, which hinders their applicability to the majority of language pairs.

Denoising Translation +1

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