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ORCIDLoïc Barrault
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- affiliation: Meta, Paris, France
- affiliation (former): University of Le Mans, France
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Books and Theses
- 2008
[b1]Loïc Barrault:
Diagnostic pour la combinaison de systèmes de reconnaissance automatique de la parole. (Diagnosis for the combination of automatic speech recognition systems). University of Avignon, France, 2008
Journal Articles
- 2023
- [j9]Meysam Shamsi
, Anthony Larcher, Loïc Barrault, Sylvain Meignier, Yevhenii Prokopalo, Marie Tahon, Ambuj Mehrish, Simon Petitrenaud, Olivier Galibert, Samuel Gaist, André Anjos, Sébastien Marcel, Marta R. Costa-jussà:
Towards lifelong human assisted speaker diarization. Comput. Speech Lang. 77: 101437 (2023) - 2020
- [j8]Lucia Specia, Loïc Barrault, Ozan Caglayan, Amanda Cardoso Duarte, Desmond Elliott, Spandana Gella, Nils Holzenberger, Chiraag Lala, Sun Jae Lee, Jindrich Libovický, Pranava Madhyastha, Florian Metze, Karl Mulligan, Alissa Ostapenko, Shruti Palaskar, Ramon Sanabria, Josiah Wang, Raman Arora:
Grounded Sequence to Sequence Transduction. IEEE J. Sel. Top. Signal Process. 14(3): 577-591 (2020) - [j7]Mercedes García-Martínez, Walid Aransa, Fethi Bougares, Loïc Barrault:
Addressing data sparsity for neural machine translation between morphologically rich languages. Mach. Transl. 34(1): 1-20 (2020) - 2017
- [j6]Marta R. Costa-jussà, Alexandre Allauzen, Loïc Barrault, Kyunghyun Cho, Holger Schwenk:
Introduction to the special issue on deep learning approaches for machine translation. Comput. Speech Lang. 46: 367-373 (2017) - [j5]Ozan Caglayan, Mercedes García-Martínez, Adrien Bardet, Walid Aransa, Fethi Bougares, Loïc Barrault:
NMTPY: A Flexible Toolkit for Advanced Neural Machine Translation Systems. Prague Bull. Math. Linguistics 109: 15-28 (2017) - 2016
- [j4]Haithem Afli, Loïc Barrault, Holger Schwenk:
OCR Error Correction Using Statistical Machine Translation. Int. J. Comput. Linguistics Appl. 7(1): 175-191 (2016) - [j3]Haithem Afli, Loïc Barrault, Holger Schwenk:
Building and using multimodal comparable corpora for machine translation. Nat. Lang. Eng. 22(4): 603-625 (2016) - 2014
- [j2]Mauro Cettolo, Nicola Bertoldi, Marcello Federico, Holger Schwenk, Loïc Barrault, Christophe Servan:
Translation project adaptation for MT-enhanced computer assisted translation. Mach. Transl. 28(2): 127-150 (2014) - 2010
- [j1]Loïc Barrault:
MANYOpen Source Machine Translation System Combination. Prague Bull. Math. Linguistics 93: 147-156 (2010)
Conference and Workshop Papers
- 2025
- [c72]João Maria Janeiro, Benjamin Piwowarski, Patrick Gallinari, Loïc Barrault:
MEXMA: Token-level objectives improve sentence representations. ACL (1) 2025: 23960-23995 - [c71]João Maria Janeiro, Belen Alastruey, Francisco Massa, Maha Elbayad, Benjamin Piwowarski, Patrick Gallinari, Loïc Barrault:
Mixture of Languages: Improved Multilingual Encoders Through Language Grouping. EMNLP 2025: 29707-29722 - 2024
- [c70]Kevin Heffernan, Artyom Kozhevnikov, Loïc Barrault, Alexandre Mourachko, Holger Schwenk:
Aligning Speech Segments Beyond Pure Semantics. ACL (Findings) 2024: 3626-3635 - [c69]Bismarck Bamfo Odoom, Leibny Paola García-Perera, Prangthip Hansanti, Loïc Barrault, Christophe Ropers, Matthew Wiesner, Kenton Murray, Alexandre Mourachko, Philipp Koehn:
Speech Data from Radio Broadcasts for Low Resource Languages. IWSLT 2024: 134-139 - 2023
- [c68]David Dale, Elena Voita, Loïc Barrault, Marta R. Costa-jussà:
Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better. ACL (1) 2023: 36-50 - [c67]Shun Wang, Yucheng Li, Chenghua Lin, Loïc Barrault, Frank Guerin:
Metaphor Detection with Effective Context Denoising. EACL 2023: 1396-1401 - [c66]Yucheng Li, Shun Wang, Chenghua Lin, Frank Guerin, Loïc Barrault:
FrameBERT: Conceptual Metaphor Detection with Frame Embedding Learning. EACL 2023: 1550-1555 - [c65]David Dale, Elena Voita, Janice Lam, Prangthip Hansanti, Christophe Ropers, Elahe Kalbassi, Cynthia Gao, Loïc Barrault, Marta R. Costa-jussà:
HalOmi: A Manually Annotated Benchmark for Multilingual Hallucination and Omission Detection in Machine Translation. EMNLP 2023: 638-653 - [c64]Peter Vickers, Loïc Barrault, Emilio Monti, Nikolaos Aletras:
We Need to Talk About Classification Evaluation Metrics in NLP. IJCNLP (1) 2023: 498-510 - 2022
- [c63]Katerina Margatina, Loïc Barrault, Nikolaos Aletras:
On the Importance of Effectively Adapting Pretrained Language Models for Active Learning. ACL (2) 2022: 825-836 - [c62]Sebastian T. Vincent, Loïc Barrault, Carolina Scarton:
Controlling Extra-Textual Attributes about Dialogue Participants: A Case Study of English-to-Polish Neural Machine Translation. EAMT 2022: 121-130 - [c61]Antonios Anastasopoulos, Loïc Barrault, Luisa Bentivogli, Marcely Zanon Boito, Ondrej Bojar, Roldano Cattoni, Anna Currey, Georgiana Dinu, Kevin Duh, Maha Elbayad, Clara Emmanuel, Yannick Estève, Marcello Federico, Christian Federmann, Souhir Gahbiche, Hongyu Gong, Roman Grundkiewicz, Barry Haddow, Benjamin Hsu, Dávid Javorský, Vera Kloudová, Surafel Melaku Lakew, Xutai Ma, Prashant Mathur, Paul McNamee, Kenton Murray, Maria Nadejde, Satoshi Nakamura, Matteo Negri, Jan Niehues, Xing Niu, John Ortega, Juan Miguel Pino, Elizabeth Salesky, Jiatong Shi, Matthias Sperber, Sebastian Stüker, Katsuhito Sudoh, Marco Turchi, Yogesh Virkar, Alexander Waibel, Changhan Wang, Shinji Watanabe:
Findings of the IWSLT 2022 Evaluation Campaign. IWSLT@ACL 2022: 98-157 - [c60]Marcely Zanon Boito, John Ortega, Hugo Riguidel, Antoine Laurent, Loïc Barrault, Fethi Bougares, Firas Chaabani, Ha Nguyen, Florentin Barbier, Souhir Gahbiche, Yannick Estève:
ON-TRAC Consortium Systems for the IWSLT 2022 Dialect and Low-resource Speech Translation Tasks. IWSLT@ACL 2022: 308-318 - [c59]Sebastian T. Vincent, Loïc Barrault, Carolina Scarton:
Controlling Formality in Low-Resource NMT with Domain Adaptation and Re-Ranking: SLT-CDT-UoS at IWSLT2022. IWSLT@ACL 2022: 341-350 - [c58]Marcely Zanon Boito, Fethi Bougares, Florentin Barbier, Souhir Gahbiche, Loïc Barrault, Mickael Rouvier, Yannick Estève:
Speech Resources in the Tamasheq Language. LREC 2022: 2066-2071 - 2021
- [c57]Peter Vickers, Nikolaos Aletras, Emilio Monti, Loïc Barrault:
In Factuality: Efficient Integration of Relevant Facts for Visual Question Answering. ACL/IJCNLP (2) 2021: 468-475 - [c56]Katerina Margatina, Giorgos Vernikos, Loïc Barrault, Nikolaos Aletras:
Active Learning by Acquiring Contrastive Examples. EMNLP (1) 2021: 650-663 - [c55]Yevhenii Prokopalo, Meysam Shamsi, Loïc Barrault, Sylvain Meignier, Anthony Larcher:
Active correction for speaker diarization with human in the loop. IberSPEECH 2021 - 2020
- [c54]Kashif Shah, Loïc Barrault, Holger Schwenk:
A General Framework to Weight Heterogeneous Parallel Data for Model Adaptation in Statistical MT. AMTA 2020 - [c53]Ozan Caglayan, Julia Ive, Veneta Haralampieva, Pranava Madhyastha, Loïc Barrault, Lucia Specia:
Simultaneous Machine Translation with Visual Context. EMNLP (1) 2020: 2350-2361 - [c52]Yevhenii Prokopalo, Sylvain Meignier, Olivier Galibert, Loïc Barrault, Anthony Larcher:
Evaluation of Lifelong Learning Systems. LREC 2020: 1833-1841 - [c51]Simon Gabay, Loïc Barrault:
Traduction automatique pour la normalisation du français du XVIIe siècle (). JEP-TALN-RECITAL (2) 2020: 213-222 - [c50]Yevhenii Prokopalo, Sylvain Meignier, Olivier Galibert, Loïc Barrault, Anthony Larcher:
Évaluation de systèmes apprenant tout au long de la vie (Evaluation of lifelong learning systems ). JEP-TALN-RECITAL (1) 2020: 516-524 - [c49]Loïc Barrault, Magdalena Biesialska, Ondrej Bojar, Marta R. Costa-jussà, Christian Federmann, Yvette Graham, Roman Grundkiewicz, Barry Haddow, Matthias Huck, Eric Joanis, Tom Kocmi, Philipp Koehn, Chi-kiu Lo, Nikola Ljubesic, Christof Monz, Makoto Morishita, Masaaki Nagata, Toshiaki Nakazawa, Santanu Pal, Matt Post, Marcos Zampieri:
Findings of the 2020 Conference on Machine Translation (WMT20). WMT@EMNLP 2020: 1-55 - [c48]Loïc Barrault, Magdalena Biesialska, Marta R. Costa-jussà, Fethi Bougares, Olivier Galibert:
Findings of the First Shared Task on Lifelong Learning Machine Translation. WMT@EMNLP 2020: 56-64 - 2019
- [c47]Anne Baillot, Jane Wottawa, Loïc Barrault, Fethi Bougares:
Automatische Übersetzung als Bestandteil eines philologischen B.A.-Curriculums mit DH-Schwerpunk. DHd 2019 - [c46]Ozan Caglayan, Ramon Sanabria, Shruti Palaskar, Loïc Barrault, Florian Metze:
Multimodal Grounding for Sequence-to-sequence Speech Recognition. ICASSP 2019: 8648-8652 - [c45]Jan Niehues, Roldano Cattoni, Sebastian Stüker, Matteo Negri, Marco Turchi, Thanh-Le Ha, Elizabeth Salesky, Ramon Sanabria, Loïc Barrault, Lucia Specia, Marcello Federico:
The IWSLT 2019 Evaluation Campaign. IWSLT 2019 - [c44]Ozan Caglayan, Pranava Madhyastha, Lucia Specia, Loïc Barrault:
Probing the Need for Visual Context in Multimodal Machine Translation. NAACL-HLT (1) 2019: 4159-4170 - [c43]Adrien Bardet, Fethi Bougares, Loïc Barrault:
A Study on Multilingual Transfer Learning in Neural Machine Translation: Finding the Balance Between Languages. SLSP 2019: 59-70 - [c42]Adrien Bardet, Fethi Bougares, Loïc Barrault:
Étude de l'apprentissage par transfert de systèmes de traduction automatique neuronaux (Study on transfer learning in neural machine translation ). PFIA (Articles courts) 2019: 275-284 - [c41]Loïc Barrault, Ondrej Bojar, Marta R. Costa-jussà, Christian Federmann, Mark Fishel, Yvette Graham, Barry Haddow, Matthias Huck, Philipp Koehn, Shervin Malmasi, Christof Monz, Mathias Müller, Santanu Pal, Matt Post, Marcos Zampieri:
Findings of the 2019 Conference on Machine Translation (WMT19). WMT (2) 2019: 1-61 - [c40]Fethi Bougares, Jane Wottawa, Anne Baillot, Loïc Barrault, Adrien Bardet:
LIUM's Contributions to the WMT2019 News Translation Task: Data and Systems for German-French Language Pairs. WMT (2) 2019: 129-133 - 2018
- [c39]Alexis Conneau, Germán Kruszewski, Guillaume Lample, Loïc Barrault, Marco Baroni:
What you can cram into a single \$&!#* vector: Probing sentence embeddings for linguistic properties. ACL (1) 2018: 2126-2136 - [c38]Loïc Barrault, Fethi Bougares, Lucia Specia, Chiraag Lala, Desmond Elliott, Stella Frank:
Findings of the Third Shared Task on Multimodal Machine Translation. WMT (shared task) 2018: 304-323 - [c37]Ozan Caglayan, Adrien Bardet, Fethi Bougares, Loïc Barrault, Kai Wang, Marc Masana, Luis Herranz, Joost van de Weijer:
LIUM-CVC Submissions for WMT18 Multimodal Translation Task. WMT (shared task) 2018: 597-602 - 2017
- [c36]Alexis Conneau, Holger Schwenk, Loïc Barrault, Yann LeCun:
Very Deep Convolutional Networks for Text Classification. EACL (1) 2017: 1107-1116 - [c35]Alexis Conneau, Douwe Kiela, Holger Schwenk, Loïc Barrault, Antoine Bordes:
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data. EMNLP 2017: 670-680 - [c34]Mercedes García-Martínez, Loïc Barrault, Fethi Bougares:
Neural Machine Translation by Generating Multiple Linguistic Factors. SLSP 2017: 21-31 - [c33]Franck Burlot, Mercedes García-Martínez, Loïc Barrault, Fethi Bougares, François Yvon:
Word Representations in Factored Neural Machine Translation. WMT 2017: 20-31 - [c32]Desmond Elliott, Stella Frank, Loïc Barrault, Fethi Bougares, Lucia Specia:
Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image Description. WMT 2017: 215-233 - [c31]Mercedes García-Martínez, Ozan Caglayan, Walid Aransa, Adrien Bardet, Fethi Bougares, Loïc Barrault:
LIUM Machine Translation Systems for WMT17 News Translation Task. WMT 2017: 288-295 - [c30]Ozan Caglayan, Walid Aransa, Adrien Bardet, Mercedes García-Martínez, Fethi Bougares, Loïc Barrault, Marc Masana, Luis Herranz, Joost van de Weijer:
LIUM-CVC Submissions for WMT17 Multimodal Translation Task. WMT 2017: 432-439 - 2016
- [c29]Mercedes García-Martínez, Loïc Barrault, Fethi Bougares:
Factored Neural Machine Translation Architectures. IWSLT 2016 - [c28]Ozan Caglayan, Walid Aransa, Yaxing Wang, Marc Masana, Mercedes García-Martínez, Fethi Bougares, Loïc Barrault, Joost van de Weijer:
Does Multimodality Help Human and Machine for Translation and Image Captioning? WMT 2016: 627-633 - [c27]Kashif Shah, Fethi Bougares, Loïc Barrault, Lucia Specia:
SHEF-LIUM-NN: Sentence level Quality Estimation with Neural Network Features. WMT 2016: 838-842 - 2015
- [c26]Alex Ter-Sarkisov, Holger Schwenk, Fethi Bougares, Loïc Barrault:
Incremental Adaptation Strategies for Neural Network Language Models. CVSC 2015: 48-56 - [c25]Walid Aransa, Holger Schwenk, Loïc Barrault:
Improving continuous space language models auxiliary features. IWSLT 2015 - [c24]Mercedes García-Martínez, Loïc Barrault, Anthony Rousseau, Paul Deléglise, Yannick Estève:
The LIUM ASR and SLT systems for IWSLT 2015. IWSLT (Evaluation Campaign) 2015 - [c23]Frédéric Blain, Fethi Bougares, Amir Hazem, Loïc Barrault, Holger Schwenk:
Continuous Adaptation to User Feedback for Statistical Machine Translation. HLT-NAACL 2015: 1001-1005 - 2014
- [c22]Marcello Federico, Nicola Bertoldi, Mauro Cettolo, Matteo Negri, Marco Turchi, Marco Trombetti, Alessandro Cattelan, Antonio Farina, Domenico Lupinetti, Andrea Martines, Alberto Massidda, Holger Schwenk, Loïc Barrault, Frédéric Blain, Philipp Koehn, Christian Buck, Ulrich Germann:
The Matecat Tool. COLING (Demos) 2014: 129-132 - [c21]Sahar Ghannay, Loïc Barrault:
Using Hypothesis Selection Based Features for Confusion Network MT System Combination. HyTra@EACL 2014: 2-6 - [c20]Anthony Rousseau, Loïc Barrault, Paul Deléglise, Yannick Estève, Holger Schwenk, Samir Bennacef, Armando Muscariello, Stephan Vanni:
LIUM English-to-French spoken language translation system and the Vecsys/LIUM automatic speech recognition system for Italian language for IWSLT 2014. IWSLT (Evaluation Campaign) 2014 - 2013
- [c19]Haithem Afli, Loïc Barrault, Holger Schwenk:
Multimodal Comparable Corpora as Resources for Extracting Parallel Data: Parallel Phrases Extraction. IJCNLP 2013: 286-292 - [c18]Mauro Cettolo, Christophe Servan, Nicola Bertoldi, Marcello Federico, Loïc Barrault, Holger Schwenk:
Issues in incremental adaptation of statistical MT from human post-edits. WPTP@MTSummit 2013 - 2012
- [c17]Walid Aransa, Holger Schwenk, Loïc Barrault:
Semi-supervised transliteration mining from parallel and comparable corpora. IWSLT 2012: 185-192 - [c16]Haithem Afli, Loïc Barrault, Holger Schwenk:
Parallel Texts Extraction from Multimodal Comparable Corpora. JapTAL 2012: 40-51 - [c15]Haithem Afli, Loïc Barrault, Holger Schwenk:
Traduction automatique à partir de corpus comparables: extraction de phrases parallèles à partir de données comparables multimodales (Automatic Translation from Comparable corpora : extracting parallel sentences from mul- timodal comparable corpora) [in French]. JEP-TALN-RECITAL 2012: 447-454 - [c14]Christophe Servan, Patrik Lambert, Anthony Rousseau, Holger Schwenk, Loïc Barrault:
LIUM's SMT Machine Translation Systems for WMT 2012. WMT@NAACL-HLT 2012: 369-373 - 2011
- [c13]Kashif Shah, Loïc Barrault, Holger Schwenk:
Parametric Weighting of Parallel Data for Statistical Machine Translation. IJCNLP 2011: 1323-1331 - [c12]Loïc Barrault:
MANY improvements for WMT'11. WMT@EMNLP 2011: 135-139 - [c11]Holger Schwenk, Patrik Lambert, Loïc Barrault, Christophe Servan, Sadaf Abdul-Rauf, Haithem Afli, Kashif Shah:
LIUM's SMT Machine Translation Systems for WMT 2011. WMT@EMNLP 2011: 464-469 - 2010
- [c10]Anthony Rousseau, Loïc Barrault, Paul Deléglise, Yannick Estève:
LIUM's statistical machine translation system for IWSLT 2010. IWSLT 2010: 113-117 - [c9]Loïc Barrault:
MANY: Open Source MT System Combination at WMT'10. WMT@ACL 2010: 271-275 - [c8]Kashif Shah, Loïc Barrault, Holger Schwenk:
Translation Model Adaptation by Resampling. WMT@ACL 2010: 392-399 - 2009
- [c7]Holger Schwenk, Loïc Barrault, Yannick Estève, Patrik Lambert:
LIUM's statistical machine translation systems for IWSLT 2009. IWSLT 2009: 65-70 - [c6]Holger Schwenk, Loïc Barrault, Yannick Estève, Patrik Lambert:
LIUM's statistical machine translation system for IWSLT 2009. IWSLT (Evaluation Campaign) 2009 - [c5]Holger Schwenk, Sadaf Abdul-Rauf, Loïc Barrault, Jean Senellart:
SMT and SPE Machine Translation Systems for WMT'09. WMT@EACL 2009: 130-134 - 2008
- [c4]Loïc Barrault, Christophe Servan, Driss Matrouf, Georges Linarès, Renato de Mori:
Frame-based acoustic feature integration for speech understanding. ICASSP 2008: 4997-5000 - 2006
- [c3]Loïc Barrault, Driss Matrouf, Renato De Mori, Roberto Gemello, Franco Mana:
Dynamic selection of acoustic features in an Automatic Speech Recognition system. EUSIPCO 2006: 1-4 - [c2]Loïc Barrault, Driss Matrouf, Renato De Mori, Roberto Gemello, Franco Mana:
Characterizing Feature Variability in Automatic Speech Recognition Systems. ICASSP (5) 2006: 1029-1032 - 2005
- [c1]Loïc Barrault, Renato de Mori, Roberto Gemello, Franco Mana, Driss Matrouf:
Variability of automatic speech recognition systems using different features. INTERSPEECH 2005: 221-224
Editorship
- 2022
- [e6]Helena Moniz, Lieve Macken, Andrew Rufener, Loïc Barrault, Marta R. Costa-jussà, Christophe Declercq, Maarit Koponen, Ellie Kemp, Spyridon Pilos, Mikel L. Forcada, Carolina Scarton, Joachim Van den Bogaert, Joke Daems, Arda Tezcan, Bram Vanroy, Margot Fonteyne:
Proceedings of the 23rd Annual Conference of the European Association for Machine Translation, EAMT 2022, Ghent, Belgium, June 1-3, 2022. European Association for Machine Translation 2022, ISBN 9789464597622 [contents] - [e5]Philipp Koehn, Loïc Barrault, Ondrej Bojar, Fethi Bougares, Rajen Chatterjee, Marta R. Costa-jussà, Christian Federmann, Mark Fishel, Alexander Fraser, Markus Freitag, Yvette Graham, Roman Grundkiewicz, Paco Guzman, Barry Haddow, Matthias Huck, Antonio Jimeno-Yepes, Tom Kocmi, André F. T. Martins, Makoto Morishita, Christof Monz, Masaaki Nagata, Toshiaki Nakazawa, Matteo Negri, Aurélie Névéol, Mariana Neves, Martin Popel, Marco Turchi, Marcos Zampieri:
Proceedings of the Seventh Conference on Machine Translation, WMT 2022, Abu Dhabi, United Arab Emirates (Hybrid), December 7-8, 2022. Association for Computational Linguistics 2022, ISBN 978-1-959429-29-6 [contents] - 2021
- [e4]Loïc Barrault, Ondrej Bojar, Fethi Bougares, Rajen Chatterjee, Marta R. Costa-jussà, Christian Federmann, Mark Fishel, Alexander Fraser, Markus Freitag, Yvette Graham, Roman Grundkiewicz, Paco Guzman, Barry Haddow, Matthias Huck, Antonio Jimeno-Yepes, Philipp Koehn, Tom Kocmi, André F. T. Martins, Makoto Morishita, Christof Monz:
Proceedings of the Sixth Conference on Machine Translation, WMT@EMNLP 2021, Online Event, November 10-11, 2021. Association for Computational Linguistics 2021, ISBN 978-1-954085-94-7 [contents] - 2020
- [e3]Loïc Barrault, Ondrej Bojar, Fethi Bougares, Rajen Chatterjee, Marta R. Costa-jussà, Christian Federmann, Mark Fishel, Alexander Fraser, Yvette Graham, Paco Guzman, Barry Haddow, Matthias Huck, Antonio Jimeno-Yepes, Philipp Koehn, André F. T. Martins, Makoto Morishita, Christof Monz, Masaaki Nagata, Toshiaki Nakazawa, Matteo Negri:
Proceedings of the Fifth Conference on Machine Translation, WMT@EMNLP 2020, Online, November 19-20, 2020. Association for Computational Linguistics 2020, ISBN 978-1-948087-81-0 [contents] - 2019
- [e2]Jan Niehues, Roldano Cattoni, Sebastian Stüker, Matteo Negri, Marco Turchi, Thanh-Le Ha, Elizabeth Salesky, Ramon Sanabria, Loïc Barrault, Lucia Specia, Marcello Federico:
Proceedings of the 16th International Conference on Spoken Language Translation, IWSLT 2019, Hong Kong, November 2-3, 2019. Association for Computational Linguistics 2019 [contents] - 2013
- [e1]Florian Boudin, Loïc Barrault:
Rencontres des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues, RÉCITAL 2013, Les Sables d'Olonne, France, 17-21 Juin 2013. The Association for Computer Linguistics 2013 [contents]
Informal and Other Publications
- 2026
- [i37]João Maria Janeiro, Pere-Lluís Huguet Cabot, Ioannis Tsiamas, Yen Meng, Vivek Iyer, Guillem Ramírez, Loïc Barrault, Belen Alastruey, Yu-An Chung, Marta R. Costa-jussà, David Dale, Kevin Heffernan, Jaehyeong Jo, Artyom Kozhevnikov, Alexandre Mourachko, Christophe Ropers, Holger Schwenk, Paul-Ambroise Duquenne:
Omnilingual SONAR: Cross-Lingual and Cross-Modal Sentence Embeddings Bridging Massively Multilingual Text and Speech. CoRR abs/2603.16606 (2026) - [i36]João Maria Janeiro, Mathurin Videau, Andrea Caciolai, Benjamin Piwowarski, Patrick Gallinari, Loïc Barrault:
Are We Evaluating Knowledge or Phrasing? Mitigating MCQA Sensitivity with ParaEval. CoRR abs/2606.10657 (2026) - 2025
- [i35]Belen Alastruey, João Maria Janeiro, Alexandre Allauzen, Maha Elbayad, Loïc Barrault, Marta R. Costa-jussà:
Interference Matrix: Quantifying Cross-Lingual Interference in Transformer Encoders. CoRR abs/2508.02256 (2025) - 2024
- [i34]Peter Vickers, Loïc Barrault, Emilio Monti, Nikolaos Aletras:
We Need to Talk About Classification Evaluation Metrics in NLP. CoRR abs/2401.03831 (2024) - [i33]João Maria Janeiro, Benjamin Piwowarski, Patrick Gallinari, Loïc Barrault:
MEXMA: Token-level objectives improve sentence representations. CoRR abs/2409.12737 (2024) - [i32]LCM team, Loïc Barrault, Paul-Ambroise Duquenne, Maha Elbayad, Artyom Kozhevnikov, Belen Alastruey, Pierre Andrews, Mariano Coria, Guillaume Couairon, Marta R. Costa-jussà, David Dale, Hady Elsahar, Kevin Heffernan, João Maria Janeiro, Tuan Tran, Christophe Ropers, Eduardo Sánchez, Robin San Roman, Alexandre Mourachko, Safiyyah Saleem, Holger Schwenk:
Large Concept Models: Language Modeling in a Sentence Representation Space. CoRR abs/2412.08821 (2024) - 2023
- [i31]Yucheng Li, Shun Wang, Chenghua Lin, Frank Guerin, Loïc Barrault:
FrameBERT: Conceptual Metaphor Detection with Frame Embedding Learning. CoRR abs/2302.04834 (2023) - [i30]Shun Wang, Yucheng Li, Chenghua Lin, Loïc Barrault, Frank Guerin:
Metaphor Detection with Effective Context Denoising. CoRR abs/2302.05611 (2023) - [i29]David Dale, Elena Voita, Janice Lam, Prangthip Hansanti, Christophe Ropers, Elahe Kalbassi, Cynthia Gao, Loïc Barrault, Marta R. Costa-jussà:
HalOmi: A Manually Annotated Benchmark for Multilingual Hallucination and Omission Detection in Machine Translation. CoRR abs/2305.11746 (2023) - [i28]Seamless Communication, Loïc Barrault, Yu-An Chung, Mariano Coria Meglioli, David Dale, Ning Dong, Paul-Ambroise Duquenne, Hady Elsahar, Hongyu Gong, Kevin Heffernan, John Hoffman, Christopher Klaiber, Pengwei Li, Daniel Licht, Jean Maillard, Alice Rakotoarison, Kaushik Ram Sadagopan, Guillaume Wenzek, Ethan Ye, Bapi Akula, Peng-Jen Chen, Naji El Hachem, Brian Ellis, Gabriel Mejia Gonzalez, Justin Haaheim, Prangthip Hansanti, Russ Howes, Bernie Huang, Min-Jae Hwang, Hirofumi Inaguma, Somya Jain, Elahe Kalbassi, Amanda Kallet, Ilia Kulikov, Janice Lam, Daniel Li, Xutai Ma, Ruslan Mavlyutov, Benjamin N. Peloquin, Mohamed Ramadan, Abinesh Ramakrishnan, Anna Y. Sun, Kevin Tran, Tuan Tran, Igor Tufanov, Vish Vogeti, Carleigh Wood, Yilin Yang, Bokai Yu, Pierre Andrews, Can Balioglu, Marta R. Costa-jussà, Onur Celebi, Maha Elbayad, Cynthia Gao, Francisco Guzmán, Justine Kao, Ann Lee, Alexandre Mourachko, Juan Pino, Sravya Popuri, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Paden Tomasello, Changhan Wang, Jeff Wang, Skyler Wang:
SeamlessM4T-Massively Multilingual & Multimodal Machine Translation. CoRR abs/2308.11596 (2023) - [i27]Loïc Barrault, Yu-An Chung, Mariano Coria Meglioli, David Dale, Ning Dong, Mark Duppenthaler, Paul-Ambroise Duquenne, Brian Ellis, Hady Elsahar, Justin Haaheim, John Hoffman, Min-Jae Hwang, Hirofumi Inaguma, Christopher Klaiber, Ilia Kulikov, Pengwei Li, Daniel Licht, Jean Maillard, Ruslan Mavlyutov, Alice Rakotoarison, Kaushik Ram Sadagopan, Abinesh Ramakrishnan, Tuan Tran, Guillaume Wenzek, Yilin Yang, Ethan Ye, Ivan Evtimov, Pierre Fernandez, Cynthia Gao, Prangthip Hansanti, Elahe Kalbassi, Amanda Kallet, Artyom Kozhevnikov, Gabriel Mejia Gonzalez, Robin San Roman, Christophe Touret, Corinne Wong, Carleigh Wood, Bokai Yu, Pierre Andrews, Can Balioglu, Peng-Jen Chen, Marta R. Costa-jussà, Maha Elbayad, Hongyu Gong, Francisco Guzmán, Kevin Heffernan, Somya Jain, Justine Kao, Ann Lee, Xutai Ma, Alexandre Mourachko, Benjamin N. Peloquin, Juan Pino, Sravya Popuri, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Anna Y. Sun, Paden Tomasello, Changhan Wang, Jeff Wang, Skyler Wang, Mary Williamson:
Seamless: Multilingual Expressive and Streaming Speech Translation. CoRR abs/2312.05187 (2023) - 2022
- [i26]Marcely Zanon Boito, Fethi Bougares, Florentin Barbier, Souhir Gahbiche, Loïc Barrault, Mickael Rouvier, Yannick Estève:
Speech Resources in the Tamasheq Language. CoRR abs/2201.05051 (2022) - [i25]Marcely Zanon Boito, John Ortega, Hugo Riguidel, Antoine Laurent, Loïc Barrault, Fethi Bougares, Firas Chaabani, Ha Nguyen, Florentin Barbier, Souhir Gahbiche, Yannick Estève:
ON-TRAC Consortium Systems for the IWSLT 2022 Dialect and Low-resource Speech Translation Tasks. CoRR abs/2205.01987 (2022) - [i24]Sebastian T. Vincent, Loïc Barrault, Carolina Scarton:
Controlling Extra-Textual Attributes about Dialogue Participants - A Case Study of English-to-Polish Neural Machine Translation. CoRR abs/2205.04747 (2022) - [i23]Sebastian T. Vincent, Loïc Barrault, Carolina Scarton:
Controlling Formality in Low-Resource NMT with Domain Adaptation and Re-Ranking: SLT-CDT-UoS at IWSLT2022. CoRR abs/2205.05990 (2022) - [i22]Marta R. Costa-jussà, James Cross, Onur Çelebi, Maha Elbayad, Kenneth Heafield, Kevin Heffernan, Elahe Kalbassi, Janice Lam, Daniel Licht, Jean Maillard, Anna Y. Sun, Skyler Wang, Guillaume Wenzek, Al Youngblood, Bapi Akula, Loïc Barrault, Gabriel Mejia Gonzalez, Prangthip Hansanti, John Hoffman, Semarley Jarrett, Kaushik Ram Sadagopan, Dirk Rowe, Shannon Spruit, Chau Tran, Pierre Andrews, Necip Fazil Ayan, Shruti Bhosale, Sergey Edunov, Angela Fan, Cynthia Gao, Vedanuj Goswami, Francisco Guzmán, Philipp Koehn, Alexandre Mourachko, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Jeff Wang:
No Language Left Behind: Scaling Human-Centered Machine Translation. CoRR abs/2207.04672 (2022) - [i21]David Dale, Elena Voita, Loïc Barrault, Marta R. Costa-jussà:
Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better. CoRR abs/2212.08597 (2022) - 2021
- [i20]Katerina Margatina, Loïc Barrault, Nikolaos Aletras:
Bayesian Active Learning with Pretrained Language Models. CoRR abs/2104.08320 (2021) - [i19]Katerina Margatina, Giorgos Vernikos, Loïc Barrault, Nikolaos Aletras:
Active Learning by Acquiring Contrastive Examples. CoRR abs/2109.03764 (2021) - 2020
- [i18]Ozan Caglayan, Julia Ive, Veneta Haralampieva, Pranava Madhyastha, Loïc Barrault, Lucia Specia:
Simultaneous Machine Translation with Visual Context. CoRR abs/2009.07310 (2020) - 2019
- [i17]Ozan Caglayan, Pranava Madhyastha, Lucia Specia, Loïc Barrault:
Probing the Need for Visual Context in Multimodal Machine Translation. CoRR abs/1903.08678 (2019) - 2018
- [i16]Alexis Conneau, Germán Kruszewski, Guillaume Lample, Loïc Barrault, Marco Baroni:
What you can cram into a single vector: Probing sentence embeddings for linguistic properties. CoRR abs/1805.01070 (2018) - [i15]Ozan Caglayan, Adrien Bardet, Fethi Bougares, Loïc Barrault, Kai Wang, Marc Masana, Luis Herranz, Joost van de Weijer:
LIUM-CVC Submissions for WMT18 Multimodal Translation Task. CoRR abs/1809.00151 (2018) - [i14]Ramon Sanabria, Ozan Caglayan, Shruti Palaskar, Desmond Elliott, Loïc Barrault, Lucia Specia, Florian Metze:
How2: A Large-scale Dataset for Multimodal Language Understanding. CoRR abs/1811.00347 (2018) - [i13]Ozan Caglayan, Ramon Sanabria, Shruti Palaskar, Loïc Barrault, Florian Metze:
Multimodal Grounding for Sequence-to-Sequence Speech Recognition. CoRR abs/1811.03865 (2018) - 2017
- [i12]Alexis Conneau, Douwe Kiela, Holger Schwenk, Loïc Barrault, Antoine Bordes:
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data. CoRR abs/1705.02364 (2017) - [i11]Ozan Caglayan, Mercedes García-Martínez, Adrien Bardet, Walid Aransa, Fethi Bougares, Loïc Barrault:
NMTPY: A Flexible Toolkit for Advanced Neural Machine Translation Systems. CoRR abs/1706.00457 (2017) - [i10]Ozan Caglayan, Walid Aransa, Adrien Bardet, Mercedes García-Martínez, Fethi Bougares, Loïc Barrault, Marc Masana, Luis Herranz, Joost van de Weijer:
LIUM-CVC Submissions for WMT17 Multimodal Translation Task. CoRR abs/1707.04481 (2017) - [i9]Mercedes García-Martínez, Ozan Caglayan, Walid Aransa, Adrien Bardet, Fethi Bougares, Loïc Barrault:
LIUM Machine Translation Systems for WMT17 News Translation Task. CoRR abs/1707.04499 (2017) - [i8]Desmond Elliott, Stella Frank, Loïc Barrault, Fethi Bougares, Lucia Specia:
Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image Description. CoRR abs/1710.07177 (2017) - [i7]Mercedes García-Martínez, Loïc Barrault, Fethi Bougares:
Neural Machine Translation by Generating Multiple Linguistic Factors. CoRR abs/1712.01821 (2017) - 2016
- [i6]Ozan Caglayan, Walid Aransa, Yaxing Wang, Marc Masana, Mercedes García-Martínez, Fethi Bougares, Loïc Barrault, Joost van de Weijer:
Does Multimodality Help Human and Machine for Translation and Image Captioning? CoRR abs/1605.09186 (2016) - [i5]Alexis Conneau, Holger Schwenk, Loïc Barrault, Yann LeCun:
Very Deep Convolutional Networks for Natural Language Processing. CoRR abs/1606.01781 (2016) - [i4]Ozan Caglayan, Loïc Barrault, Fethi Bougares:
Multimodal Attention for Neural Machine Translation. CoRR abs/1609.03976 (2016) - [i3]Mercedes García-Martínez, Loïc Barrault, Fethi Bougares:
Factored Neural Machine Translation. CoRR abs/1609.04621 (2016) - 2015
- [i2]Çaglar Gülçehre, Orhan Firat, Kelvin Xu, Kyunghyun Cho, Loïc Barrault, Huei-Chi Lin, Fethi Bougares, Holger Schwenk, Yoshua Bengio:
On Using Monolingual Corpora in Neural Machine Translation. CoRR abs/1503.03535 (2015) - 2014
- [i1]Aram Ter-Sarkisov, Holger Schwenk, Fethi Bougares, Loïc Barrault:
Incremental Adaptation Strategies for Neural Network Language Models. CoRR abs/1412.6650 (2014)
Coauthor Index
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