no code implementations • AMTA 2022 • Elise Bertin-Lemée, Guillaume Klein, Josep Crego, Jean Senellart
Despite a narrowed performance gap with direct approaches, cascade solutions, involving automatic speech recognition (ASR) and machine translation (MT) are still largely employed in speech translation (ST).
Automatic Speech Recognition Automatic Speech Recognition (ASR) +4
no code implementations • WS 2020 • Guillaume Klein, Dakun Zhang, Cl{\'e}ment Chouteau, Josep Crego, Jean Senellart
This paper describes the OpenNMT submissions to the WNGT 2020 efficiency shared task.
no code implementations • WS 2018 • Jean Senellart, Dakun Zhang, Bo wang, Guillaume Klein, Ramatch, Jean-Pierre irin, Josep Crego, Alex Rush, er
We present a system description of the OpenNMT Neural Machine Translation entry for the WNMT 2018 evaluation.
9 code implementations • WS 2018 • Guillaume Klein, Yoon Kim, Yuntian Deng, Vincent Nguyen, Jean Senellart, Alexander M. Rush
OpenNMT is an open-source toolkit for neural machine translation (NMT).
no code implementations • 12 Sep 2017 • Guillaume Klein, Yoon Kim, Yuntian Deng, Josep Crego, Jean Senellart, Alexander M. Rush
We introduce an open-source toolkit for neural machine translation (NMT) to support research into model architectures, feature representations, and source modalities, while maintaining competitive performance, modularity and reasonable training requirements.
no code implementations • WS 2017 • Yongchao Deng, Jungi Kim, Guillaume Klein, Catherine Kobus, Natalia Segal, Christophe Servan, Bo wang, Dakun Zhang, Josep Crego, Jean Senellart
This paper describes SYSTRAN's systems submitted to the WMT 2017 shared news translation task for English-German, in both translation directions.
4 code implementations • ACL 2017 • Guillaume Klein, Yoon Kim, Yuntian Deng, Jean Senellart, Alexander M. Rush
We describe an open-source toolkit for neural machine translation (NMT).
no code implementations • 18 Oct 2016 • Josep Crego, Jungi Kim, Guillaume Klein, Anabel Rebollo, Kathy Yang, Jean Senellart, Egor Akhanov, Patrice Brunelle, Aurelien Coquard, Yongchao Deng, Satoshi Enoue, Chiyo Geiss, Joshua Johanson, Ardas Khalsa, Raoum Khiari, Byeongil Ko, Catherine Kobus, Jean Lorieux, Leidiana Martins, Dang-Chuan Nguyen, Alexandra Priori, Thomas Riccardi, Natalia Segal, Christophe Servan, Cyril Tiquet, Bo wang, Jin Yang, Dakun Zhang, Jing Zhou, Peter Zoldan
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 several entities announcing roll-out of NMT engines to replace their existing technologies.