Loïc BARRAULT

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Publications

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Active Correction for Incremental Speaker Diarization of a Collection with Human in the Loop

Yevhenii Prokopalo , Meysam Shamsi , Loïc Barrault , Sylvain Meignier , Anthony Larcher

Applied Sciences, 2022, ⟨10.3390/app1010000⟩

Article dans une revue hal-03563148v1
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Addressing Data Sparsity for Neural Machine Translation Between Morphologically Rich Languages

Mercedes Garcia-Martinez , Loïc Barrault , Fethi Bougares

Machine Translation, 2020

Article dans une revue hal-02505563v1
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Introduction to the special issue on deep learning approaches for machine translation

Marta Costa-Jussà , Alexandre Allauzen , Loïc Barrault , Kyunghun Cho , Holger Schwenk

Computer Speech and Language, 2017, 46, pp.367 - 373. ⟨10.1016/j.csl.2017.03.001⟩

Article dans une revue hal-01897972v1
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NMTPY: A Flexible Toolkit for Advanced Neural Machine Translation Systems

Ozan Caglayan , Mercedes Garcia-Martinez , Adrien Bardet , Walid Aransa , Fethi Bougares et al.

The Prague Bulletin of Mathematical Linguistics, 2017, 109 (1), ⟨10.1515/pralin-2017-0035⟩

Article dans une revue hal-01647873v1

Building and Using Multimodal Comparable Corpora for Machine Translation

Haithem Afli , Loïc Barrault , Holger Schwenk

Journal of Natural Language Engineering, 2015

Article dans une revue hal-01433195v1
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Translation project adaptation for MT-enhanced computer assisted translation

Mauro Cettolo , Nicola Bertoldi , Marcello Federico , Holger Schwenk , Loïc Barrault et al.

Machine Translation, 2014, Machine Translation Journal, 28, pp.127. ⟨10.1007/s10590-014-9152-1⟩

Article dans une revue hal-01157893v1

MANY : Open Source Machine Translation System Combination

Loïc Barrault

Prague Bulletin of Mathematical Linguistics, Special Issue on Open Source Tools for Machine Translation, 2010, 93, pp.145--155

Article dans une revue hal-01433880v1
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Mixture of Languages: Improved Multilingual Encoders Through Language Grouping

João Maria Janeiro , Belen Alastruey , Francisco Massa , Maha Elbayad , Benjamin Piwowarski et al.

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, Nov 2025, Suzhou, China. pp.29695-29710, ⟨10.18653/v1/2025.emnlp-main.1509⟩

Communication dans un congrès hal-05375709v1
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Traduction automatique pour la normalisation du français du XVII e siècle

Simon Gabay , Loïc Barrault

TALN 2020, ATALA, Jun 2020, Nancy, France

Communication dans un congrès hal-02596669v1
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Evaluation of Lifelong Learning Systems

Yevhenii Prokopalo , Sylvain Meignier , Olivier Galibert , Loïc Barrault , Anthony Larcher

International Conference on Language Resources and Evaluation, May 2020, Marseille, France

Communication dans un congrès hal-02496971v1

Étude de l’apprentissage par transfert de systèmes de traduction automatique neuronaux

Adrien Bardet , Fethi Bougares , Loïc Barrault

TALN 2019, Jul 2019, Toulouse, France

Communication dans un congrès hal-02436510v1

A Study on Multilingual Transfer Learning in Neural Machine Translation: Finding the Balance Between Languages

Adrien Bardet , Fethi Bougares , Loïc Barrault

Statistical Language and Speech Processing (SLSP 2019), Oct 2019, Ljubljana, Slovenia. pp.59-70, ⟨10.1007/978-3-030-31372-2_5⟩

Communication dans un congrès hal-02435899v1

Probing the Need for Visual Context in Multimodal Machine Translation

Ozan Caglayan , Pranava Madhyastha , Lucia Specia , Loïc Barrault

Proceedings of the 2019 Conference of the North, Jun 2019, Minneapolis, United States. pp.4159-4170, ⟨10.18653/v1/N19-1422⟩

Communication dans un congrès hal-02431910v1
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A Workflow For On The Fly Normalisation Of 17th c. French

Simon Gabay , Marine Riguet , Loïc Barrault

DH2019, ADHO, Jul 2019, Utrecht, Netherlands

Communication dans un congrès hal-02276150v1

Multimodal Grounding for Sequence-to-sequence Speech Recognition

Ozan Caglayan , Ramon Sanabria , Shruti Palaskar , Loïc Barrault , Florian Metze

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2019, Brighton, France. pp.8648-8652, ⟨10.1109/ICASSP.2019.8682750⟩

Communication dans un congrès hal-02431924v1
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LIUM’s Contributions to the WMT2019 News Translation Task: Data and Systems for German-French Language Pairs

Fethi Bougares , Jane Wottawa , Anne Baillot , Loïc Barrault

Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1), Aug 2019, Florence, France. pp.129-133, ⟨10.18653/v1/W19-5307⟩

Communication dans un congrès hal-02405788v1

What you can cram into a single \$&!#* vector: Probing sentence embeddings for linguistic properties

Alexis Conneau , German Kruszewski , Guillaume Lample , Loïc Barrault , Marco Baroni

ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Jul 2018, Melbourne, Australia. pp.2126-2136

Communication dans un congrès hal-01898412v1
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LIUM-CVC Submissions for WMT18 Multimodal Translation Task

Ozan Caglayan , Adrien Bardet , Fethi Bougares , Loïc Barrault , Kai Wang et al.

Third Conference on Machine Translation, Oct 2018, Brussels, Belgium. pp.597 - 602, ⟨10.18653/v1/W18-64065⟩

Communication dans un congrès hal-02498133v1
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How2: A Large-scale Dataset for Multimodal Language Understanding

Ramon Sanabria , Ozan Caglayan , Shruti Palaskar , Desmond Elliott , Loïc Barrault et al.

NeurIPS, 2018, Montréal, Canada

Communication dans un congrès hal-02431947v1
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Findings of the Third Shared Task on Multimodal Machine Translation

Loïc Barrault , Fethi Bougares , Lucia Specia , Chiraag Lala , Desmond Elliott et al.

THIRD CONFERENCE ON MACHINE TRANSLATION (WMT18), Oct 2018, Brussels, Belgium. pp.308 - 327, ⟨10.18653/v1/W18-6402⟩

Communication dans un congrès hal-02008843v1
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Neural Machine Translation by Generating Multiple Linguistic Factors

Mercedes Garcia-Martinez , Loïc Barrault , Fethi Bougares

5th International Conference Statistical Language and Speech Processing SLSP 2017, Oct 2017, Le Mans, France. ⟨10.1007/978-3-319-68456-7_2⟩

Communication dans un congrès hal-01689270v1
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LIUM-CVC Submissions for WMT17 Multimodal Translation Task

Ozan Caglayan , Walid Aransa , Adrien Bardet , Mercedes Garcia-Martinez , Fethi Bougares et al.

SECOND CONFERENCE ON MACHINE TRANSLATION, 2017, Copenhagen, Denmark. pp.432 - 439

Communication dans un congrès hal-01742382v1

Very Deep Convolutional Networks for Text Classification

Alexis Conneau , Holger Schwenk , Loïc Barrault , Yann Lecun

European Chapter of the Association for Computational Linguistics EACL'17, 2017, Valencia, Spain

Communication dans un congrès hal-01454940v1
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Word Representations in Factored Neural Machine Translation

Franck Burlot , Mercedes Garcia-Martinez , Loïc Barrault , Fethi Bougares , François Yvon

Conference on Machine Translation, Association for Computational Linguistics, Sep 2017, Copenhagen, Denmark. pp.43 - 55

Communication dans un congrès hal-01618384v1

Supervised Learning of Universal Sentence Representations from Natural Language Inference Data

Alexis Conneau , Douwe Kiela , Holger Schwenk , Loïc Barrault , Antoine Bordes

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, Sep 2017, Copenhagen, Denmark, Denmark. pp.670-680, ⟨10.18653/v1/D17-1070⟩

Communication dans un congrès hal-01897968v1
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LIUM Machine Translation Systems for WMT17 News Translation Task

Mercedes Garcia-Martinez , Ozan Caglayan , Walid Aransa , Adrien Bardet , Fethi Bougares et al.

Second Conference on Machine Translation, 2017, Copenhagen, Denmark. pp.288 - 295

Communication dans un congrès hal-01742378v1
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Factored Neural Machine Translation Architectures

Mercedes Garcia-Martinez , Loïc Barrault , Fethi Bougares

International Workshop on Spoken Language Translation (IWSLT'16), 2016, Seattle, United States

Communication dans un congrès hal-01433161v1

SHEF-LIUM-NN: Sentence level Quality Estimation with Neural Network Features

Kashif Shah , Fethi Bougares , Loïc Barrault , Lucia Specia

First Conference on Machine Translation, 2016, Berlin, Germany

Communication dans un congrès hal-01433190v1
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Does Multimodality Help Human and Machine for Translation and Image Captioning?

Ozan Caglayan , Walid Aransa , Yaxing Wang , Marc Masana , Mercedes Garcia-Martinez et al.

First Conference on Machine Translation, Aug 2016, Berlin, Germany. pp.627-633

Communication dans un congrès hal-01433183v1

Improving Continuous Space Language Models using Auxiliary Features

Walid Aransa , Holger Schwenk , Loïc Barrault

International Workshop on Spoken Language Translation (IWSLT'15), 2015, Da Nang, Vietnam

Communication dans un congrès hal-01454941v1
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The LIUM ASR and SLT Systems for IWSLT 2015

Mercedes Garcia-Martinez , Loïc Barrault , Anthony Rousseau , Paul Deléglise , Yannick Estève

12th International Workshop on Spoken Language Translation (IWSLT 2015), 2015, Da Nang, Vietnam

Communication dans un congrès hal-01433206v1

OCR Error Correction Using Statistical Machine Translation

Haithem Afli , Loïc Barrault , Holger Schwenk

16th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2015)., 2015, Cairo, Egypt

Communication dans un congrès hal-01433200v1

Project Adaptation for SMT Over Several Days

Frédéric Blain , Amir Hazem , Fethi Bougares , Loïc Barrault , Holger Schwenk

Translation in Transition conference, 2015, Germersheim, Germany

Communication dans un congrès hal-01433211v1

Continuous Adaptation to User Feedback for Statistical Machine Translation

Frédéric Blain , Fethi Bougares , Amir Hazem , Loïc Barrault , Holger Schwenk

North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL HLT 2015), 2015, Denver (Colorado, USA), Unknown Region

Communication dans un congrès hal-01454944v1

Incremental Adaptation Strategies for Neural Network Language Models

Alex Ter-Sarkisov , Holger Schwenk , Loïc Barrault , Fethi Bougares

3rd Workshop on Continuous Vector Space Models and their Compositionality (CVSC), 2015, Beijing, China. pp.48--56

Communication dans un congrès hal-01454943v1

Efficient training strategies for deep neural network language models.

Holger Schwenk , Fethi Bougares , Loïc Barrault

NIPS workshop on deep neural networks and representation learning, 2014, Montreal, Canada

Communication dans un congrès hal-01454946v1

The LIUM English-to-French Spoken Language Translation System and the Vecsys/LIUM Automatic Speech Recognition System for Italian Language for IWSLT 2014

Anthony Rousseau , Yannick Estève , Loïc Barrault , Stephan Vanni , Paul Deléglise et al.

International Workshop on Spoken Language Translation (IWSLT), 2014, Lake Tahoe (USA), Unknown Region

Communication dans un congrès hal-01433228v1

Using Hypothesis Selection Based Features for Confusion Network MT System Combination

Sahar Ghannay , Loïc Barrault

Third Workshop on Hybrid Approaches to Translation (HyTra), EACL 2014, 2014, Gothenburg, Sweden

Communication dans un congrès hal-01433229v1

Multimodal Comparable Corpora for Machine Translation

Haithem Afli , Loïc Barrault , Holger Schwenk

7th Workshop on Building and Using Comparable Corpora, Building Resources for Machine Translation Research, 2014, Reykjavik, Iceland

Communication dans un congrès hal-01455671v1

Développement et évaluation d’un système de traduction automatique de la parole en Pashto vers le Français

Fethi Bougares , Anthony Rousseau , Paul Deléglise , Yannick Estève , Loïc Barrault et al.

JEP 2014, 2014, Le Mans, France

Communication dans un congrès hal-01433217v1

Multimodal Comparable Corpora for Machine Translation

Haithem Afli , Loïc Barrault , Holger Schwenk

7th Workshop on Building and Using Comparable Corpora, Building Resources for Machine Translation Research, 2014, Reykjavik, Iceland

Communication dans un congrès hal-01433237v1

Multimodal Comparable Corpora as Resources for Extracting Parallel Data: Parallel Phrases Extraction

Haithem Afli , Loïc Barrault , Holger Schwenk

International Joint Conference on Natural Language Processing, 2013, Nogoya, Japan

Communication dans un congrès hal-01433457v1
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Issues in Incremental Adaptation of Statistical MT from Human Post-edits

Mauro Cettolo , Christophe Servan , Nicola Bertoldi , Marcello Federico , Loïc Barrault et al.

MT Summit XIV Workshop on Post-editing Technology and Practice, Sep 2013, Nice, France

Communication dans un congrès hal-01158054v1

Parallel text extraction from multimodal comparable corpora

Haithem Afli , Loïc Barrault , Holger Schwenk

8th International Conference on Natural Language Processing, 2012, Kanazawa, Japan. pp.40--51

Communication dans un congrès hal-01455672v1

Traduction automatique à partir de corpus comparables: extraction de phrases parallèles à partir de données comparables multimodales

Afli Haithem , Loïc Barrault , Holger Schwenk

TALN, 2012, Grenoble, France

Communication dans un congrès hal-01454947v1

Semi-supervised Transliteration Mining from Parallel and Comparable Corpora

Walid Aransa , Holger Schwenk , Loïc Barrault

IWSLT, 2012, Hong-Kong (Hong-Kong), Unknown Region

Communication dans un congrès hal-01433474v1

Parallel text extraction from multimodal comparable corpora

Haithem Afli , Loïc Barrault , Holger Schwenk

8th International Conference on Natural Language Processing, 2012, Kanazawa, Japan. pp.40--51

Communication dans un congrès hal-01433488v1

A General Framework to Weight Heterogeneous Parallel Data for Model Adaptation in Statistical Machine Translation

Kashif Shah , Loïc Barrault , Holger Schwenk

Association for Machine Translation in the Americas, 2012, San Diego (USA), Unknown Region

Communication dans un congrès hal-01433479v1
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LIUM's SMT Machine Translation Systems for WMT 2012

Christophe Servan , Patrik Lambert , Anthony Rousseau , Holger Schwenk , Loïc Barrault

The Seventh Workshop on Statistical Machine Translation (WMT12), Jun 2012, Montreal, Canada

Communication dans un congrès hal-01158083v1

Parametric Weighting of Parallel Data for Statistical Machine Translation

Kashif Shah , Loïc Barrault , Holger Schwenk

The 5th International Joint Conference on Natural Language Processing, 2011, Chiang Mai (Thialand), Unknown Region

Communication dans un congrès hal-01433504v1

MANY improvements for WMT'11

Loïc Barrault

Proceedings of the 6th Workshop on Statistical Machine Translation, 2011, Edinburgh (Scotland, UK), Unknown Region. pp.135--139

Communication dans un congrès hal-01433509v1
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LIUM's SMT Machine Translation Systems for WMT 2011

Holger Schwenk , Patrik Lambert , Loïc Barrault , Christophe Servan , Haithem Afli et al.

The Sixth workshop on Statistical Machine Translation, Jul 2011, Edinburgh, United Kingdom

Communication dans un congrès hal-01158072v1

LIUM’s SMT Machine Translation Systems for WMT 2011

Holger Schwenk , Patrik Lambert , Loïc Barrault , Christophe Servan , Sadaf Abdul-Rauf et al.

Proceedings of the sixth Workshop on Statistical Macine Translation, Jul 2011, Edinburgh, United Kingdom

Communication dans un congrès hal-01454948v1

Machine Translation System Combination with MANY for ML4HMT

Loïc Barrault , Patrik Lambert

No, 2011, Barcelona, Spain

Communication dans un congrès hal-01455673v1

MANY: Open Source MT System Combination at WMT’10

Loïc Barrault

ACL Workshop on Statistical Machine Translation (WMT'10), 2010, Uppsala, Sweden

Communication dans un congrès hal-01433901v1

Translation Model Adaptation by Resampling

Kashif Shah , Loïc Barrault , Holger Schwenk

WMT, Association of Computational Linugistics(ACL), 2010, Uppsala, Sweden. in press

Communication dans un congrès hal-01433890v1

LIUM's Statistical Machine Translation System for IWSLT 2010

Anthony Rousseau , Loïc Barrault , Paul Deléglise , Yannick Estève

International Workshop on Spoken Language Translation (IWSLT) 2010, 2010, Paris, France

Communication dans un congrès hal-01450806v1

Some recent research work at LIUM based on the use of CMU Sphinx

Yannick Estève , Paul Deléglise , Sylvain Meignier , Simon Petitrenaud , Holger Schwenk et al.

CMU SPUD Workshop, 2010, Dallas (Texas), Unknown Region

Communication dans un congrès hal-01434933v1

LIUM's Statistical Machine Translation Systems for IWSLT 2009

Holger Schwenk , Loïc Barrault , Yannick Estève , Patrik Lambert

International Workshop on Spoken Language Translation (IWSLT'09), 2009, Tokyo, Japan. pp.65--70

Communication dans un congrès hal-01433932v1
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SMT and SPE Machine Translation Systems for WMT'09

Holger Schwenk , Sadaf Abdul-Rauf , Loïc Barrault , Jean Sénellart

Fourth Workshop on Statistical Machine Translation, Mar 2009, Athens, Greece. pp.130--134

Communication dans un congrès hal-00424686v1

Combinaison de differents jeux de paramètres acoustiques pour la reconnaissance automatique de la parole

Loïc Barrault , Driss Matrouf , Georges Linarès

Journées d'Études sur la Parole (JEP'08), 2008, Avignon, France

Communication dans un congrès hal-01434057v1
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Frame-Based Acoustic Feature Integration for Speech Understanding

Loïc Barrault , Christophe Servan , Driss Matrouf , Georges Linarès , Renato de Mori

IEEE International Conference on Acoustics, Speech and Signal Processing, 2008. ICASSP 2008., Mar 2008, Las Vegas, NV,, United States. pp.4997-5000, ⟨10.1109/ICASSP.2008.4518780⟩

Communication dans un congrès hal-00424663v1

Combinaison de différents jeux de param etres acoustiques pour la reconnaissance de la parole

Loic Barrault , Driss Matrouf , Renato de Mori , Georges Linarès

Les Journées d’Etude sur la Parole (JEP), Jun 2008, Avignon, France

Communication dans un congrès hal-01312834v1
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Dynamic Selection of Acoustic Features in an Automatic Speech Recognition System

Loïc Barrault , Driss Matrouf , Renato de Mori , Roberto Gemello , Franco Mana

European Signal Processing Conference, EUSIPCO'06, Sep 2006, Italy. pp.N/A

Communication dans un congrès hal-00433098v1
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Characterizing Feature Variability in Automatic Speech Recognition Systems

Loïc Barrault , Driss Matrouf , Renato de Mori , Roberto Gemello , Franco Mana

International Conference on Acoustics, Speech and Language Processing, May 2006, Toulouse, France. pp.1029-1032

Communication dans un congrès hal-00433095v1
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A General Method for Combining Acoustic Features in an Automatic Speech Recognition System

Driss Matrouf , Loïc Barrault , Renato de Mori

ITRW on Speech Recognition and Intrinsic Variation, May 2006, Toulouse, France. pp.N/A

Communication dans un congrès hal-00433108v1

Étude des Variabilités de Systèmes de Reconnaissance Automatique de la Parole Utilisant des Paramètres Acoustiques Différents

Loïc Barrault

Rencontres des Jeunes Chercheurs en Parole (RJCP'05), 2005, Toulouse, France

Communication dans un congrès hal-01434252v1
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Variability of Automatic Speech Recognition Systems Using Different Features

Loïc Barrault , Renato de Mori , Roberto Gemello , Franco Mana , Driss Matrouf

European Conference on Speech Communication and Technology, Interspeech'05, Sep 2005, Lisbon, Portugal. pp.2CP2a-5

Communication dans un congrès hal-00433101v1