CV

Education

M.S. at Université d’Avignon et des Pays de Vaucluse, 2004
Ph.D in Computer Science, at Laboratoire d’Informatique d’Avignon (LIA), Université d’Avignon et des Pays de Vaucluse, 2008.

Work experience

2019 - now: Senior Lecturer at the University of Sheffield
2010 - 2019: Assistant professor at Le Mans University (LMU).
2008-2010: Research Assistant
- Le Mans University
- Duties included:

Publications

Variability of Automatic Speech Recognition Systems Using Different Features

@inproceedings{barrault2005is, address = {Lisboa (Portugal)}, articletitle = {European Conference on Speech Communication and Technology (Interspeech'05)}, author = {Barrault, L. and De Mori, R. and Gemello, R. and Mana, F. and and Matrouf, D.}, booktitle = {European Conference on Speech Communication and Technology (Interspeech'05)}, category = {ACTI}, city = {Lisboa}, country = {Portugal}, title = {Variability of Automatic Speech Recognition Systems Using Different Features}, url = {https://loicbarrault.github.io/papers/barrault_interspeech2005.pdf}, year = {2005} }

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

@inproceedings{barrault2005rjcp, address = {Toulouse (France)}, articletitle = {Rencontres des Jeunes Chercheurs en Parole (RJCP'05)}, author = {Barrault, L.}, booktitle = {Rencontres des Jeunes Chercheurs en Parole (RJCP'05)}, category = {ACTN}, city = {Toulouse}, country = {France}, title = {Étude des Variabilités de Systèmes de Reconnaissance Automatique de la Parole Utilisant des Paramètres Acoustiques Différents}, url = {https://loicbarrault.github.io/papers/barrault_rjcp2005.pdf}, year = {2005} }

Dynamic Selection of Acoustic Features in an Automatic Speech Recognition System

@inproceedings{barrault2006eusipco, address = {Florence (Italy)}, articletitle = {European Signal Processing Conference}, author = {Barrault, L. and Matrouf, D. and De Mori, R. and Gemello, R. and and Mana, F.}, booktitle = {European Signal Processing Conference}, category = {ACTI}, city = {Florence}, country = {Italy}, title = {Dynamic Selection of Acoustic Features in an Automatic Speech Recognition System}, url = {https://loicbarrault.github.io/papers/barrault_eusipco2006.pdf}, year = {2006} }

Characterizing Feature Variability in Automatic Speech Recognition Systems

@inproceedings{barrault2006icassp, address = {Toulouse (France)}, articletitle = {International Conference on Acoustics, Speech and Signal Processing (ICASSP'06)}, author = {Barrault, L. and Matrouf, D. and De Mori, R. and Gemello, R. and and Mana, F.}, booktitle = {International Conference on Acoustics, Speech and Signal Processing (ICASSP'06)}, category = {ACTI}, city = {Toulouse}, country = {France}, title = {Characterizing Feature Variability in Automatic Speech Recognition Systems}, url = {https://loicbarrault.github.io/papers/barrault_icassp2006.pdf}, year = {2006} }

A General Method for Combining Acoustic Features in an Automatic Speech Recognition System

@inproceedings{matrouf2006sriv, address = {Toulouse (France)}, articletitle = {ITRW on Speech Recognition and Intrinsic Variation}, author = {Matrouf, D. and Barrault, L. and and De Mori, R.}, booktitle = {ITRW on Speech Recognition and Intrinsic Variation}, category = {ACTI}, city = {Toulouse}, country = {France}, title = {A General Method for Combining Acoustic Features in an Automatic Speech Recognition System}, url = {https://loicbarrault.github.io/papers/matrouf_sriv2006.pdf}, year = {2006} }

Frame-Based Acoustic Feature Integration for Speech Understanding

@inproceedings{barrault2008icassp, address = {Las Vegas, Nevada (USA)}, articletitle = {International Conference on Acoustics, Speech and Signal Processing (ICASSP'08)}, author = {Barrault, L. and Servan, C. and Matrouf, D. and Linarès, G. and De Mori, R.}, booktitle = {International Conference on Acoustics, Speech and Signal Processing (ICASSP'08)}, category = {ACTI}, city = {Las Vegas, Nevada}, country = {USA}, title = {Frame-Based Acoustic Feature Integration for Speech Understanding}, url = {https://loicbarrault.github.io/papers/barrault_icassp2008.pdf}, year = {2008} }

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

@inproceedings{barrault2008jep, address = {Avignon (France)}, articletitle = {Journées d'Études sur la Parole (JEP'08)}, author = {Barrault, L. and Matrouf, D. and and Linarès, G.}, booktitle = {Journées d'Études sur la Parole (JEP'08)}, category = {ACTN}, city = {Avignon}, country = {France}, title = {Combinaison de differents jeux de paramètres acoustiques pour la reconnaissance automatique de la parole}, url = {https://loicbarrault.github.io/papers/matrouf_jep2008.pdf}, year = {2008} }

LIUM’’s Statistical Machine Translation Systems for IWSLT 2009

@inproceedings{schwenk2009iwslt, address = {Tokyo (Japan)}, articletitle = {International Workshop on Spoken Language Translation (IWSLT'09)}, author = {Schwenk, H. and Barrault, L. and Estève, Y. and Lambert, P.}, booktitle = {International Workshop on Spoken Language Translation (IWSLT'09)}, category = {ACTI}, city = {Tokyo}, country = {Japan}, pages = {65--70}, title = {LIUM''s Statistical Machine Translation Systems for IWSLT 2009}, url = {https://loicbarrault.github.io/papers/schwenk_iwslt2009.pdf}, year = {2009} }

SMT and SPE Machine Translation Systems for WMT’‘09

@inproceedings{schwenk2009wmt, address = {Athens (Greece)}, articletitle = {Fourth ACL Workshop on Statistical Machine Translation (WMT''09)}, author = {Schwenk, H. and Abdul Rauf, S. and Barrault, L. and Senellart, J.}, booktitle = {Fourth ACL Workshop on Statistical Machine Translation (WMT''09)}, category = {ACTI}, city = {Athens}, country = {Greece}, pages = {130--134}, title = {SMT and SPE Machine Translation Systems for WMT''09}, url = {https://loicbarrault.github.io/papers/schwenk_wmt2009.pdf}, year = {2009} }

MANY: Open Source Machine Translation System Combination

@article{barrault2010pbml, author = {Barrault, L.}, category = {ACL}, journal = {Prague Bulletin of Mathematical Linguistics, Special Issue on Open Source Tools for Machine Translation}, number = {93}, pages = {145--155}, title = {MANY: Open Source Machine Translation System Combination}, url = {https://loicbarrault.github.io/papers/barrault_pbml2010.pdf}, year = {2010} }

MANY: Open Source MT System Combination at WMT’10

@inproceedings{barrault2010wmt, address = {Uppsala (Sweden)}, articletitle = {ACL Workshop on Statistical Machine Translation (WMT’10)}, author = {Barrault, L.}, booktitle = {ACL Workshop on Statistical Machine Translation (WMT’10)}, category = {ACTI}, city = {Uppsala}, country = {Sweden}, month = {15-16 July}, title = {MANY: Open Source MT System Combination at WMT’10}, url = {https://loicbarrault.github.io/papers/barrault_wmt2010.pdf}, year = {2010} }

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

@inproceedings{esteve2010spud, address = {Dallas (Texas)}, articletitle = {CMU SPUD Workshop}, author = {Estève, Y. and Deléglise, P. and Meignier, S. and Petitrenaud, S. and Schwenk, H. and Barrault, L. and Bougares, F. and Dufour, R. and Jousse, V. and Laurent, A. and Rousseau, A.}, booktitle = {CMU SPUD Workshop}, category = {ACTI}, city = {Dallas}, country = {Texas}, month = {march 13,}, title = {Some recent research work at LIUM based on the use of CMU Sphinx}, url = {https://loicbarrault.github.io/papers/esteve_spud2010.pdf}, year = {2010} }

LIUM’’s Statistical Machine Translation System for IWSLT 2010

@inproceedings{rousseau2010iwslt, address = {Paris (France)}, articletitle = {International Workshop on Spoken Language Translation (IWSLT) 2010}, author = {Rousseau, A. and Barrault, L. and Deléglise, P. and Estève, Y.}, booktitle = {International Workshop on Spoken Language Translation (IWSLT) 2010}, category = {ACTI}, city = {Paris}, country = {France}, forme = {ShortPaper}, month = {2-3 déc.}, title = {LIUM''s Statistical Machine Translation System for IWSLT 2010}, url = {https://loicbarrault.github.io/papers/rousseau_iwslt2010.pdf}, year = {2010} }

Translation Model Adaptation by Resampling

@inproceedings{shah2010wmt, address = {Uppsala (Sweden)}, articletitle = {WMT, Association of Computational Linugistics(ACL)}, author = {Shah, K. and Barrault, L. and Schwenk, H.}, booktitle = {WMT, Association of Computational Linguistics (ACL)}, category = {ACTI}, city = {Uppsala}, country = {Sweden}, pages = {in press}, title = {Translation Model Adaptation by Resampling}, url = {https://loicbarrault.github.io/papers/shah_wmt2010.pdf}, year = {2010} }

Machine Translation System Combination with MANY for ML4HMT

@inproceedings{barrault2011ml4hmt, address = {Barcelona (Spain)}, author = {Barrault, L. and Lambert, P.}, booktitle = {Shared Task on Applying Machine Learning Techniques to Optimise the Division of Labour in Hybrid MT (ML4HMT-2011)}, category = {INVi - Guest Speaker in International Conference}, city = {Barcelona}, country = {Spain}, month = {19 nov.}, title = {Machine Translation System Combination with MANY for ML4HMT}, url = {https://loicbarrault.github.io/papers/barrault_ml4hmt2012.pdf}, year = {2011} }

MANY improvements for WMT’‘11

@inproceedings{barrault2011wmt, address = {Edinburgh (Scotland, UK)}, author = {Barrault, L.}, booktitle = {Proceedings of the 6th Workshop on Statistical Machine Translation}, category = {ACTI}, city = {Edinburgh}, country = {Scotland, UK}, month = {30-31 July}, pages = {135--139}, title = {MANY improvements for WMT''11}, url = {https://loicbarrault.github.io/papers/barrault_wmt2011.pdf}, year = {2011} }

LIUM’’s SMT Machine Translation Systems for WMT 2011

@inproceedings{schwenk2011wmt, address = {Edinburgh (UK)}, articletitle = {LIUM''s SMT Machine Translation Systems for WMT 2011}, author = {Schwenk, H. and Lambert, P. and Barrault, L and Servan, C. and Abdul-Rauf, S. and Afli, H. and Shah, K.}, booktitle = {Proceedings of the 6th Workshop on Statistical Machine Translation}, category = {ACTI}, title = {LIUM''s SMT Machine Translation Systems for WMT 2011}, url = {https://loicbarrault.github.io/papers/schwenk_wmt2011.pdf}, year = {2011} }

Parametric Weighting of Parallel Data for Statistical Machine Translation

@inproceedings{shah2011ijcnlp, address = {Chiang Mai (Thailand)}, articletitle = {The 5th International Joint Conference on Natural Language Processing}, author = {Shah, K. and Barrault, L. and Schwenk, H. }, booktitle = {The 5th International Joint Conference on Natural Language Processing}, category = {ACTI}, city = {Chiang Mai}, country = {Thailand}, title = {Parametric Weighting of Parallel Data for Statistical Machine Translation}, url = {https://loicbarrault.github.io/papers/shah_ijcnlp2011.pdf}, year = {2011} }

Parallel text extraction from multimodal comparable corpora

@inproceedings{afli2012japtal, address = {Kanazawa (Japan)}, author = {H. Afli and L. Barrault and H. Schwenk.}, booktitle = {8th International Conference on Natural Language Processing, JapTAL}, category = {ACTI}, city = {Kanazawa}, country = {Japan}, forme = {FullPaper}, isbn = {978-3-642-33983-7}, month = {22-24 oct}, number = {0302-9743}, pages = {40--51}, publisher = {Springer, Heidelberg (2012)}, series = {0302-9743}, title = {Parallel text extraction from multimodal comparable corpora}, url = {https://loicbarrault.github.io/papers/afli_japtal2012.pdf}, year = {2012} }

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

@inproceedings{afli2012taln, address = {Grenoble (France)}, author = {H. Afli and L. Barrault and H. Schwenk.}, booktitle = {TALN}, category = {ACTN}, city = {Grenoble}, country = {France}, month = {4-8 juin}, title = {Traduction automatique à partir de corpus comparables: extraction de phrases parallèles à partir de données comparables multimodales}, url = {https://loicbarrault.github.io/papers/afli_taln2012.pdf}, year = {2012} }

Semi-supervised Transliteration Mining from Parallel and Comparable Corpora

@inproceedings{aransa2012iwslt, address = {Hong-Kong (Hong-Kong)}, author = {Aransa, W. and Schwenk, H. and Barrault, L.}, booktitle = {IWSLT}, category = {ACTI}, city = {Hong-Kong}, country = {Hong-Kong}, forme = {FullPaper}, title = {Semi-supervised Transliteration Mining from Parallel and Comparable Corpora}, url = {https://loicbarrault.github.io/papers/aransa_iwslt2012.pdf}, year = {2012} }

LIUM’’s SMT Machine Translation Systems for WMT 2012

@inproceedings{servan2012wmt, address = {Montreal (Canada)}, author = {Servan, C. and Lambert, P. and Rousseau, A. and Schwenk, H. and Barrault, L.}, booktitle = {Proceedings of the Seventh Workshop on Statistical Machine Translation}, category = {ACTI}, city = {Montreal}, country = {Canada}, forme = {ShortPaper}, pages = {369--373}, title = {LIUM''s SMT Machine Translation Systems for WMT 2012}, url = {https://loicbarrault.github.io/papers/servan_wmt2012.pdf}, year = {2012} }

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

@inproceedings{shah2012amta, address = {San Diego (USA)}, articletitle = {Association for Machine Translation in the Americas}, author = {Shah, K. and Barrault, L. and Schwenk, H.}, booktitle = {Association for Machine Translation in the Americas}, category = {ACTI}, city = {San Diego}, country = {USA}, forme = {FullPaper}, month = {October}, title = {A General Framework to Weight Heterogeneous Parallel Data for Model Adaptation in Statistical Machine Translation}, url = {https://loicbarrault.github.io/papers/shah_amta2012.pdf}, year = {2012} }

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

@inproceedings{afli2013ijcnlp, address = {Nogoya, Japan}, author = {H. Afli and L. Barrault and H. Schwenk}, booktitle = { International Joint Conference on Natural Language Processing}, category = {ACTI}, month = {14-18 oct}, title = {Multimodal Comparable Corpora as Resources for Extracting Parallel Data: Parallel Phrases Extraction}, url = {https://loicbarrault.github.io/papers/afli_ijcnlp2013.pdf}, year = {2013} }

Issues in Incremental Adaptation of Statistical MT from Human Post-edits

@inproceedings{cettolo2013mtsummit, address = {Nice (France)}, author = {Cettolo, M. and Bertoldi, N. and Federico and M. and Servan, C. and Barrault, L. and Schwenk, H.}, booktitle = {Proc. of the MT Summit XIV Workshop on Post-editing Technology and Practice (WPTP-2)}, category = {ACTI}, city = {Nice}, country = {France}, title = {Issues in Incremental Adaptation of Statistical MT from Human Post-edits}, url = {https://loicbarrault.github.io/papers/cettolo_mtsummit2013.pdf}, year = {2013} }

Multimodal Comparable Corpora for Machine Translation

@inproceedings{afli2014bucc, address = {Reykjavik, Iceland}, author = {H. Afli and L. Barrault and H. Schwenk}, booktitle = {7th Workshop on Building and Using Comparable Corpora, Building Resources for Machine Translation Research}, category = {ACTI}, title = {Multimodal Comparable Corpora for Machine Translation}, url = {https://loicbarrault.github.io/papers/afli_bucc2014.pdf}, year = {2014} }

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

@inproceedings{bougares2014jep, address = {Le Mans, France}, author = {Bougares, F. and Rousseau, A. and Deléglise, P. and Estève, Y. and Barrault, L. and Schwenk, H. and Brunessaux, S. and Khelif, K. and Manta, M.}, booktitle = {Actes de la conférence JEP 2014}, category = {ACTN}, project = {PEATRAD}, title = {Développement et évaluation d’un système de traduction automatique de la parole en Pashto vers le Français}, url = {https://loicbarrault.github.io/papers/bougares_jep2014.pdf}, year = {2014} }

Translation project adaptation for MT-enhanced computer assisted translation

@article{cettolo2014mt, author = {Cettolo, M. and Bertoldi, N. and Federico, M. and Schwenk, H. and Barrault, L. and Servan, C}, category = {ACL}, journal = {Machine Translation}, number = {28}, pages = {127--150}, title = {Translation project adaptation for MT-enhanced computer assisted translation}, url = {https://loicbarrault.github.io/papers/cettolo_mt2014.pdf}, year = {2014} }

The MateCat Tool

@misc{federico2014coling, author = {Federico, M. and Bertoldi, N. and Cettolo, M. and Negri, M. and Turchi, M. and Trombetti, M. and Cattelan, A. and Farina, A. and Lupinetti, D. and Martines, A. and Massidda, A. and Schwenk, H. and Barrault, L. and Blain, F. and Koehn, P. and Buck, C. and Germann, U.}, booktitle = {Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: System Demonstrations}, category = {AP}, nbpages = {pp. 129–132}, title = {The MateCat Tool}, typeofwork = {Demonstration}, url = {https://loicbarrault.github.io/papers/federico_coling2014.pdf}, year = {2014} }

Using Hypothesis Selection Based Features for Confusion Network MT System Combination

@inproceedings{ghannay2014hytra, address = {Gothenburg, Sweden}, author = {S. Ghannay and L. Barrault}, booktitle = {Third Workshop on Hybrid Approaches to Translation (HyTra), EACL 2014}, category = {ACTI}, title = {Using Hypothesis Selection Based Features for Confusion Network MT System Combination}, url = {https://loicbarrault.github.io/papers/ghannay_hytra2014.pdf}, year = {2014} }

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

@inproceedings{rousseau2014iwslt, address = {Lake Tahoe, USA}, author = {Rousseau, A. and Barrault, L. and Deléglise, P and Estève, Y and Schwenk, H. and Bennacef, S. and Muscariello, A. and Vanni, S.}, booktitle = {International Workshop on Spoken Language Translation (IWSLT)}, category = {ACTI}, title = {The LIUM English-to-French Spoken Language Translation System and the Vecsys/LIUM Automatic Speech Recognition System for Italian Language for IWSLT 2014}, url = {https://loicbarrault.github.io/papers/rousseau_iwslt2014.pdf}, year = {2014} }

Efficient training strategies for deep neural network language models.

@inproceedings{schwenk2014nips, address = {Montreal, Canada}, author = {Schwenk, H. and Bougares, F. and Barrault, L.}, booktitle = {NIPS workshop on deep neural networks and representation learning}, category = {ACTI}, month = {December}, project = {}, title = {Efficient training strategies for deep neural network language models. }, url = {https://loicbarrault.github.io/papers/schwenk_nips2014.pdf}, year = {2014} }

OCR Error Correction Using Statistical Machine Translation

@inproceedings{afli2015cicling, address = {Cairo, Egypt}, author = {H. Afli and L. Barrault and H. Schwenk.}, booktitle = {16th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2015).}, category = {ACTI}, forme = {FullPaper}, month = {April}, project = {PACTE}, title = {OCR Error Correction Using Statistical Machine Translation}, url = {https://loicbarrault.github.io/papers/afli_cicling2015.pdf}, year = {2015} }

Building and Using Multimodal Comparable Corpora for Machine Translation

@article{afli2015jnle, author = {H. Afli and L. Barrault and H. Schwenk.}, category = {ACL}, journal = {Journal of Natural Language Engineering}, project = {DEPART}, title = {Building and Using Multimodal Comparable Corpora for Machine Translation}, url = {https://loicbarrault.github.io/papers/afli_jnle2015.pdf}, year = {2015} }

Improving Continuous Space Language Models using Auxiliary Features

@inproceedings{aransa2015iwslt, address = {Da Nang, Vietnam}, author = {W. Aransa and H. Schwenk and L. Barrault}, booktitle = {International Workshop on Spoken Language Translation (IWSLT'15)}, category = {ACTI}, title = {Improving Continuous Space Language Models using Auxiliary Features}, url = {https://loicbarrault.github.io/papers/aransa_iwslt2015.pdf}, year = {2015} }

Continuous Adaptation to User Feedback for Statistical Machine Translation

@inproceedings{blain2015hlt, address = {Denver, Colorado, USA}, author = {Blain, F. and Bougares, F. and Hazem, A. and Barrault, L. and Schwenk, H.}, booktitle = {North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL HLT 2015)}, category = {ACTI}, forme = {ShortPaper}, month = {June}, project = {MATECAT}, title = {Continuous Adaptation to User Feedback for Statistical Machine Translation}, url = {https://loicbarrault.github.io/papers/blain_hlt2015.pdf}, year = {2015} }

Project Adaptation for SMT Over Several Days

@inproceedings{blain2015tt, address = {Germersheim, Germany}, author = {Blain, F. and Hazem, A. and Bougares, F. and Barrault, L. and Schwenk, H.}, booktitle = {Translation in Transition conference}, category = {ACTI}, comment = {https://loicbarrault.github.io/papers/blain_tt2015_pres.pdf}, forme = {Abstract}, month = {January}, project = {MATECAT}, title = {Project Adaptation for SMT Over Several Days}, url = {https://loicbarrault.github.io/papers/blain_tt2015.pdf}, year = {2015} }

The LIUM ASR and SLT Systems for IWSLT 2015

@inproceedings{garciamartinez2015iwslt, address = {Da Nang, Vietnam}, author = {M. Garcia Martinez and L. Barrault and A. Rousseau and P. Deléglise and Y. Estève}, booktitle = {12th International Workshop on Spoken Language Translation (IWSLT 2015)}, category = {ACTI}, project = {}, title = {The LIUM ASR and SLT Systems for IWSLT 2015}, url = {https://loicbarrault.github.io/papers/garciamartinez_iwslt2015.pdf}, year = {2015} }

Incremental Adaptation Strategies for Neural Network Language Models.

@inproceedings{tersarkisov2015cvsc, address = {Beijing (China)}, author = {A. Ter-Sarkisov, H. Schwenk, L. Barrault, F. Bougares.}, booktitle = {3rd Workshop on Continuous Vector Space Models and their Compositionality (CVSC)}, category = {ACTI}, pages = {48-56}, title = {Incremental Adaptation Strategies for Neural Network Language Models.}, url = {https://loicbarrault.github.io/papers/tersarkisov_cvsc2015.pdf}, year = {2015} }

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

@inproceedings{caglayan2016wmt, address = {Berlin, Germany}, author = {O. Caglayan and W. Aransa and Y. Wang and M. Masana and M. García-Martínez and F. Bougares and L. Barrault and J. van de Weijer}, booktitle = {First Conference on Machine Translation}, category = {ACTI}, month = {August}, project = {M2CR}, title = {Does Multimodality Help Human and Machine for Translation and Image Captioning?}, url = {https://loicbarrault.github.io/papers/caglayan_wmt2016.pdf}, year = {2016} }

Factored Neural Machine Translation Architectures.

@inproceedings{garciamartinez2016iwslt, address = {Seattle, USA}, author = {M. García Martínez and L. Barrault and F. Bougares.}, booktitle = {International Workshop on Spoken Language Translation (IWSLT'16)}, category = {ACTI}, title = {Factored Neural Machine Translation Architectures.}, url = {https://loicbarrault.github.io/papers/garciamartinez_iwslt2016.pdf}, year = {2016} }

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

@inproceedings{shar2016wmt, address = {Berlin, Germany}, author = {K. Shah and F. Bougares and L. Barrault and L. Specia.}, booktitle = {First Conference on Machine Translation}, category = {ACTI}, month = {August}, title = {SHEF-LIUM-NN: Sentence level Quality Estimation with Neural Network Features}, url = {https://loicbarrault.github.io/papers/shah_wmt2016.pdf}, year = {2016} }

Word Representations in Factored Neural Machine Translation

@inproceedings{burlot2017wmt, author = {F. Burlot, M. García-Martínez, L. Barrault, F. Bougares, and F. Yvon}, booktitle = {Proceedings of the Second Conference on Machine Translation}, category = {ACTI}, doi = {10.18653/v1/W17-4703}, location = {Copenhagen, Denmark}, pages = {20--31}, project = {M2CR}, publisher = {Association for Computational Linguistics}, title = {Word Representations in Factored Neural Machine Translation}, url = {https://loicbarrault.github.io/papers/burlot_wmt2017.pdf}, year = {2017} }

NMTPY: A Flexible Toolkit for Advanced Neural Machine Translation Systems

@article{caglayan17pbml, author = {Caglayan, O. and García-Martínez, M. and Bardet, A. and Aransa, W. and Bougares, F. and Barrault, L.}, category = {ACL}, journal = {Prague Bulletin of Mathematical Linguistics, Special Issue on Open Source Tools for Machine Translation}, number = {109}, project = {M2CR}, title = {NMTPY: A Flexible Toolkit for Advanced Neural Machine Translation Systems}, url = {https://loicbarrault.github.io/papers/caglayan_pbml2017.pdf}, year = {2017} }

LIUM-CVC Submissions for WMT17 Multimodal Translation Task

@inproceedings{caglayan2017mmt, address = {Copenhagen, Denmark}, author = {O. Caglayan, W. Aransa, A. Bardet, M. García-Martínez, F. Bougares, L. Barrault, M. Masana, L. Herranz, J. van de Weijer}, booktitle = {Second Conference on Machine Translation}, category = {ACTI}, project = {M2CR}, title = {LIUM-CVC Submissions for WMT17 Multimodal Translation Task}, url = {https://loicbarrault.github.io/papers/caglayan_wmt2017.pdf}, year = {2017} }

Very Deep Convolutional Networks for Text Classification.

@inproceedings{conneau2017eacl, address = {Valencia, Spain}, author = {A. Conneau and H. Schwenk and L. Barrault and Y. Lecun.}, booktitle = {European Chapter of the Association for Computational Linguistics EACL'17}, category = {ACTI}, title = {Very Deep Convolutional Networks for Text Classification.}, url = {https://loicbarrault.github.io/papers/conneau_eacl2017.pdf}, year = {2017} }

Supervised Learning of Universal Sentence Representations from Natural Language Inference Data

@inproceedings{conneau2017infersent, author = {Conneau, Alexis and Kiela, Douwe and Schwenk, Holger and Barrault, Loïc and Bordes, Antoine}, booktitle = {Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing}, category = {ACTI}, doi = {10.18653/v1/D17-1070}, location = {Copenhagen, Denmark}, pages = {670--680}, publisher = {Association for Computational Linguistics}, title = {Supervised Learning of Universal Sentence Representations from Natural Language Inference Data}, url = {https://loicbarrault.github.io/papers/conneau_emnlp2017.pdf}, year = {2017} }

Introduction to the special issue on deep learning approaches for machine translation

@article{costajussa2017csl, author = {M. R. Costa-Jussà and A. Allauzen and L. Barrault and K. Cho and H. Schwenk}, category = {ACL}, journal = {Computer Speech and Language, Special issue on Deep learning Approaches for Machine Translation}, title = {Introduction to the special issue on deep learning approaches for machine translation}, url = {https://loicbarrault.github.io/papers/costajussa_introcsl.pdf}, year = {2017} }

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

@inproceedings{elliott-etal2017mmt, address = {Copenhagen, Denmark}, author = {D. Elliott and S. Frank and L. Barrault and F. Bougares and L. Specia}, booktitle = {Proceedings of the Second Conference on Machine Translation}, category = {ACTI}, month = {September}, title = {Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image Description}, url = {https://loicbarrault.github.io/papers/elliott_wmt2017.pdf}, year = {2017} }

Neural Machine Translation by Generating Multiple Linguistic Factors

@inproceedings{garciamartinez2017slsp, author = {M. García-Martínez, L. Barrault, F. Bougares}, booktitle = {SLSP}, category = {ACTI}, project = {M2CR}, title = {Neural Machine Translation by Generating Multiple Linguistic Factors}, url = {https://loicbarrault.github.io/papers/garciamartinez_slsp2017.pdf}, year = {2017} }

LIUM Machine Translation Systems for WMT17 News Translation Task

@inproceedings{garciamartinez2017wmt, address = {Copenhagen, Denmark}, author = {M. García-Martínez, O. Caglayan, W. Aransa, A. Bardet, F. Bougares, L. Barrault}, booktitle = {Second Conference on Machine Translation}, category = {ACTI}, project = {M2CR}, title = {LIUM Machine Translation Systems for WMT17 News Translation Task}, url = {https://loicbarrault.github.io/papers/garciamartinez_wmt2017.pdf}, year = {2017} }

Findings of the Third Shared Task on Multimodal Machine Translation

@inproceedings{Barrault2018FindingsOT, author = {Barrault, Loïc and Bougares, Fethi and Specia, Lucia and Lala, Chiraag and Elliott, Desmond and Frank, Stella}, booktitle = {Proceedings of Third Conference on Machine Translation}, category = {ACTI}, location = {Brussels, Belgium}, title = {Findings of the Third Shared Task on Multimodal Machine Translation}, url = {https://loicbarrault.github.io/papers/barrault_wmt2018.pdf}, year = {2018} }

LIUM-CVC Submissions for WMT18 Multimodal Translation Task

@inproceedings{caglayan-EtAl:2018:WMT, address = {Belgium, Brussels}, author = {Caglayan, Ozan and Bardet, Adrien and Bougares, Fethi and Barrault, Loïc and Wang, Kai and Masana, Marc and Herranz, Luis and van de Weijer, Joost}, booktitle = {Proceedings of the Third Conference on Machine Translation, Volume 2. Shared Task Papers}, category = {ACTI}, location = {Brussels, Belgium}, month = {October}, pages = {603--608}, publisher = {Association for Computational Linguistics}, title = {LIUM-CVC Submissions for WMT18 Multimodal Translation Task}, url = {https://loicbarrault.github.io/papers/caglayan_wmt2018.pdf}, year = {2018} }

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

@inproceedings{conneau2018probing, author = {Conneau, Alexis and Kruszewski, Germán and Lample, Guillaume and Barrault, Loïc and Baroni, Marco}, booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1. Long Papers)}, category = {ACTI}, location = {Melbourne, Australia}, pages = {2126--2136}, publisher = {Association for Computational Linguistics}, title = {What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties}, url = {https://loicbarrault.github.io/papers/conneau_acl2018.pdf}, year = {2018} }

How2: A Large-scale Dataset for Multimodal Language Understanding

@inproceedings{sanabria2018how2, author = {Sanabria, Ramon and Caglayan, Ozan and Palaskar, Shruti and Elliott, Desmond and Barrault, Loïc and Specia, Lucia and Metze, Florian}, booktitle = {Proceedings of the Workshop on Visually Grounded Interaction and Language (NeurIPS 2018)}, category = {ACTI}, month = {November}, title = {How2: A Large-scale Dataset for Multimodal Language Understanding}, url = {https://loicbarrault.github.io/papers/sanabria_vigil2018.pdf}, year = {2018} }

CAT tools in DH training

@inproceedings{baillot2019catdh, author = {Baillot, Anne and Barrault, Loïc and Bougares, Fethi}, booktitle = {Proceedings of the 2019 Digital Humanities Conference}, category = {ACTI}, location = {Utrecht, The Netherlands}, note = {Poster}, title = {CAT tools in DH training}, url = {https://loicbarrault.github.io/papers/baillot_dh2019.pdf}, year = {2019} }

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

@inproceedings{bardet:2019:slsp, address = {Cham}, author = {Bardet, Adrien and Bougares, Fethi and Barrault, Loïc}, booktitle = {Statistical Language and Speech Processing}, category = {ACTI}, editor = {Martín-Vide, Carlos and Purver, Matthew and Pollak, Senja}, pages = {59--70}, publisher = {Springer International Publishing}, title = {A Study on Multilingual Transfer Learning in Neural Machine Translation: Finding the Balance Between Languages}, url = {https://loic.barrault.github.io/papers/bardet_slsp2019.pdf}, year = {2019} }

Findings of the 2019 Conference on Machine Translation (WMT19)

@inproceedings{barrault-EtAl:2019:WMT, address = {Florence, Italy}, author = {Barrault, Loïc and Bojar, Ondřej and Costa-jussà, Marta R. and Federmann, Christian and Fishel, Mark and Graham, Yvette and Haddow, Barry and Huck, Matthias and Koehn, Philipp and Malmasi, Shervin and Monz, Christof and Müller, Mathias and Pal, Santanu and Post, Matt and Zampieri, Marcos}, booktitle = {Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1)}, category = {ACTI}, month = {August}, pages = {1--61}, publisher = {Association for Computational Linguistics}, title = {Findings of the 2019 Conference on Machine Translation (WMT19)}, url = {https://loicbarrault.github.io/papers/barrault_wmt2019.pdf}, year = {2019} }

Multimodal Grounding for Sequence-to-Sequence Speech Recognition

@inproceedings{caglayan2019multimodal, author = {Caglayan, Ozan and Sanabria, Ramon and Palaskar, Shruti and Barrault, Loïc and Metze, Florian}, booktitle = {International Conference on Acoustics, Speech and Signal Processing (ICASSP'19)}, category = {ACTI}, month = {May}, title = {Multimodal Grounding for Sequence-to-Sequence Speech Recognition}, url = {https://loicbarrault.github.io/papers/caglayan_icassp2019.pdf}, year = {2019} }

Probing the Need for Visual Context in Multimodal Machine Translation

@inproceedings{caglayan2019probing, author = {Caglayan, Ozan and Madhyastha, Pranava and Specia, Lucia and Barrault, Loïc}, booktitle = {North American Chapter of the Association for Computational Linguistics}, category = {ACTI}, location = {Minneapolis, MN, USA}, note = {Best short paper}, title = {Probing the Need for Visual Context in Multimodal Machine Translation}, url = {https://loicbarrault.github.io/papers/caglayan_naacl2019.pdf}, year = {2019} }

A Workflow For On The Fly Normalisation Of 17th c. French

@inproceedings{gabay2019dh, author = {Gabay, Simon and Riguet, Marine and Barrault, Loïc}, booktitle = {Proceedings of the 2019 Digital Humanities Conference}, category = {ACTI}, location = {Utrecht, The Netherlands}, note = {Short Paper}, title = {A Workflow For On The Fly Normalisation Of 17th c. French}, url = {https://loicbarrault.github.io/papers/gabay_dh2019.pdf}, year = {2019} }

The IWSLT 2019 evaluation campaign

@inproceedings{niehues:2019:iwslt, address = {Hong-Kong}, author = {Niehues, Jan and Cattoni, Ronaldo and Stüker, Sebastian and Negri, Matteo and Turchi, Marco and Ha, T and Salesky, Elizabeth and Sanabria, Ramon and Barrault, Loic and Specia, Lucia and Federico, Marcello}, booktitle = { 16th International Workshop on Spoken Language Translation (IWSLT)}, category = {ACTI}, title = { The IWSLT 2019 evaluation campaign }, url = {https://loicbarrault.github.io/papers/niehues_iwslt2019.pdf}, year = {2019} }

Addressing Data Sparsity for Neural Machine Translation Between Morphologically Rich Languages

@article{garciamartinez2020mt, author = {García Martínez, Mercedes and Barrault, Loïc and Bougares, Fethi.}, category = {ACL}, journal = {Machine Translation}, title = {Addressing Data Sparsity for Neural Machine Translation Between Morphologically Rich Languages}, url = {https://loicbarrault.github.io/papers/garciamartinez_mt2020.pdf}, year = {2020} }

Evaluation of Lifelong Learning Systems

@inproceedings{prokopalo:2020:lrec, address = {Marseille, France}, author = {Prokopalo, Yevhenii and Meignier, Sylvain and Galibert, Olivier and Barrault, Loïc and Larcher, Anthony}, booktitle = {Language Resources and Evaluation (LREC)}, category = {ACTI}, title = { Evaluation of Lifelong Learning Systems }, url = {https://loic.barrault.github.io/papers/prokopalo_lrec2020.pdf}, year = {2020} }

Grounded Sequence to Sequence Transduction

@article{special:2020:jstsp, author = { Specia, Lucia and Barrault, Loïc and Caglayan, Ozan and Duarte, Amanda and Elliott, Desmond and Gella, Spandana and Holzenberger, Nils and Lala, Chiraag and Lee, Sun Jae and Libovický, Jindřich and Madhyastha, Pranava and Metze, Florian and Mulligan, Karl and Ostapenko, Alissa and Palaskar, Palaskar and Sanabria, Ramon and Wang, Josiah and Arora, Raman}, category = {ACL}, journal = {Journal of Selected Topics in Signal Processing}, title = { Grounded Sequence to Sequence Transduction }, url = {https://loicbarrault.github.io/papers/specia_jstsp2020.pdf}, year = {2020} }

Talks

Service and leadership

Head of the LST team at Laboratoire d’Informatique de l’Université du Maine (LIUM).

Loïc Barrault

CV

Education

Work experience

Publications

Talks

Teaching

Service and leadership