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ON-TRAC Consortium Systems for the IWSLT 2022 Dialect and Low-resource Speech Translation Tasks


May 04, 2022
Marcely Zanon Boito, John Ortega, Hugo Riguidel, Antoine Laurent, Loïc Barrault, Fethi Bougares, Firas Chaabani, Ha Nguyen, Florentin Barbier, Souhir Gahbiche, Yannick Estève

* IWSLT 2022 system paper 

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Speech Resources in the Tamasheq Language


Jan 14, 2022
Marcely Zanon Boito, Fethi Bougares, Florentin Barbier, Souhir Gahbiche, Loïc Barrault, Mickael Rouvier, Yannick Estève

* Submitted to LREC 2022 

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ON-TRAC Consortium for End-to-End and Simultaneous Speech Translation Challenge Tasks at IWSLT 2020


May 24, 2020
Maha Elbayad, Ha Nguyen, Fethi Bougares, Natalia Tomashenko, Antoine Caubrière, Benjamin Lecouteux, Yannick Estève, Laurent Besacier


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ON-TRAC Consortium End-to-End Speech Translation Systems for the IWSLT 2019 Shared Task


Oct 30, 2019
Ha Nguyen, Natalia Tomashenko, Marcely Zanon Boito, Antoine Caubriere, Fethi Bougares, Mickael Rouvier, Laurent Besacier, Yannick Esteve

* IWSLT 2019 - First two authors contributed equally to this work 

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LIUM-CVC Submissions for WMT18 Multimodal Translation Task


Sep 01, 2018
Ozan Caglayan, Adrien Bardet, Fethi Bougares, Loïc Barrault, Kai Wang, Marc Masana, Luis Herranz, Joost van de Weijer

* WMT2018 

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Neural Machine Translation by Generating Multiple Linguistic Factors


Dec 05, 2017
Mercedes García-Martínez, Loïc Barrault, Fethi Bougares

* 11 pages, 3 figues, SLSP conference 

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Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image Description


Oct 19, 2017
Desmond Elliott, Stella Frank, Loïc Barrault, Fethi Bougares, Lucia Specia

* Proceedings of the Second Conference on Machine Translation, 2017, pp. 215--233 

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LIUM Machine Translation Systems for WMT17 News Translation Task


Jul 14, 2017
Mercedes García-Martínez, Ozan Caglayan, Walid Aransa, Adrien Bardet, Fethi Bougares, Loïc Barrault

* News Translation Task System Description paper for WMT17 

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LIUM-CVC Submissions for WMT17 Multimodal Translation Task


Jul 14, 2017
Ozan Caglayan, Walid Aransa, Adrien Bardet, Mercedes García-Martínez, Fethi Bougares, Loïc Barrault, Marc Masana, Luis Herranz, Joost van de Weijer

* MMT System Description Paper for WMT17 

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NMTPY: A Flexible Toolkit for Advanced Neural Machine Translation Systems


Jun 01, 2017
Ozan Caglayan, Mercedes García-Martínez, Adrien Bardet, Walid Aransa, Fethi Bougares, Loïc Barrault

* 10 pages, 3 figures 

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Factored Neural Machine Translation


Sep 15, 2016
Mercedes García-Martínez, Loïc Barrault, Fethi Bougares

* 8 pages, 3 figures 

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Multimodal Attention for Neural Machine Translation


Sep 13, 2016
Ozan Caglayan, Loïc Barrault, Fethi Bougares

* 10 pages, under review COLING 2016 

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Does Multimodality Help Human and Machine for Translation and Image Captioning?


Aug 16, 2016
Ozan Caglayan, Walid Aransa, Yaxing Wang, Marc Masana, Mercedes García-Martínez, Fethi Bougares, Loïc Barrault, Joost van de Weijer

* 7 pages, 2 figures, v4: Small clarification in section 4 title and content 

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Incremental Adaptation Strategies for Neural Network Language Models


Jul 07, 2015
Aram Ter-Sarkisov, Holger Schwenk, Loic Barrault, Fethi Bougares

* accepted as workshop paper at ACL-IJCNLP 2015 

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On Using Monolingual Corpora in Neural Machine Translation


Jun 12, 2015
Caglar Gulcehre, Orhan Firat, Kelvin Xu, Kyunghyun Cho, Loic Barrault, Huei-Chi Lin, Fethi Bougares, Holger Schwenk, Yoshua Bengio

* 9 pages, 2 figures 

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Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation


Sep 03, 2014
Kyunghyun Cho, Bart van Merrienboer, Caglar Gulcehre, Dzmitry Bahdanau, Fethi Bougares, Holger Schwenk, Yoshua Bengio

* EMNLP 2014 

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