75 citations · 127 across the 6 of their papers we have counts for
6 papers
Retrieving Examples from Memory for Retrieval Augmented Neural Machine Translation: A Systematic Comparison
Maxime Bouthors, Josep Crego, Francois Yvon
Retrieval-Augmented Neural Machine Translation (RAMT) architectures retrieve examples from memory to guide the generation process. While most works in this trend explore new ways t…
Towards Example-Based NMT with Multi-Levenshtein Transformers
Maxime Bouthors, Josep Crego, François Yvon
Retrieval-Augmented Machine Translation (RAMT) is attracting growing attention. This is because RAMT not only improves translation metrics, but is also assumed to implement some fo…
BiSync: A Bilingual Editor for Synchronized Monolingual Texts
Josep Crego, Jitao Xu, François Yvon
In our globalized world, a growing number of situations arise where people are required to communicate in one or several foreign languages. In the case of written communication, us…
Domain specialization: a post-training domain adaptation for Neural Machine Translation
Christophe Servan, Josep Crego, Jean Senellart
Domain adaptation is a key feature in Machine Translation. It generally encompasses terminology, domain and style adaptation, especially for human post-editing workflows in Compute…
Neural Machine Translation from Simplified Translations
Josep Crego, Jean Senellart
Text simplification aims at reducing the lexical, grammatical and structural complexity of a text while keeping the same meaning. In the context of machine translation, we introduc…
SYSTRAN's Pure Neural Machine Translation Systems
Josep Crego, Jungi Kim, Guillaume Klein +27
Since the first online demonstration of Neural Machine Translation (NMT) by LISA, NMT development has recently moved from laboratory to production systems as demonstrated by severa…