Publications

Probing the Need for Visual Context in Multimodal Machine Translation

Caglayan, Ozan and Madhyastha, Pranava and Specia, Lucia and Barrault, Loïc North American Chapter of the Association for Computational Linguistics
@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 = {http://loicbarrault.github.io/papers/caglayan_naacl2019.pdf}, year = {2019} }

Multimodal Grounding for Sequence-to-Sequence Speech Recognition

Caglayan, Ozan and Sanabria, Ramon and Palaskar, Shruti and Barrault, Loïc and Metze, Florian International Conference on Acoustics, Speech and Signal Processing (ICASSP'19)
@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} }

How2: A Large-scale Dataset for Multimodal Language Understanding

Sanabria, Ramon and Caglayan, Ozan and Palaskar, Shruti and Elliott, Desmond and Barrault, Loïc and Specia, Lucia and Metze, Florian Proceedings of the Workshop on Visually Grounded Interaction and Language (NeurIPS 2018)
@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} }

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

Conneau, Alexis and Kruszewski, Germán and Lample, Guillaume and Barrault, Loïc and Baroni, Marco Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1. Long Papers)
@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} }

LIUM-CVC Submissions for WMT18 Multimodal Translation Task

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 Proceedings of the Third Conference on Machine Translation, Volume 2. Shared Task Papers
@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} }

Findings of the Third Shared Task on Multimodal Machine Translation

Barrault, Loïc and Bougares, Fethi and Specia, Lucia and Lala, Chiraag and Elliott, Desmond and Frank, Stella Proceedings of Third Conference on 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 Machine Translation Systems for WMT17 News Translation Task

M. García-Martínez, O. Caglayan, W. Aransa, A. Bardet, F. Bougares, L. Barrault Second Conference on Machine Translation
@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} }

Neural Machine Translation by Generating Multiple Linguistic Factors

M. García-Martínez, L. Barrault, F. Bougares SLSP
@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} }

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

D. Elliott and S. Frank and L. Barrault and F. Bougares and L. Specia Proceedings of the Second Conference on Machine Translation
@inproceedings{ElliottFrankBarraultBougaresSpecia2017, 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} }

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

M. R. Costa-Jussà and A. Allauzen and L. Barrault and K. Cho and H. Schwenk Computer Speech and Language, 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} }

Supervised Learning of Universal Sentence Representations from Natural Language Inference Data

Conneau, Alexis and Kiela, Douwe and Schwenk, Holger and Barrault, Loïc and Bordes, Antoine Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing
@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} }

Very Deep Convolutional Networks for Text Classification.

A. Conneau and H. Schwenk and L. Barrault and Y. Lecun. European Chapter of the Association for Computational Linguistics EACL'17
@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} }

LIUM-CVC Submissions for WMT17 Multimodal Translation Task

O. Caglayan, W. Aransa, A. Bardet, M. García-Martínez, F. Bougares, L. Barrault, M. Masana, L. Herranz, J. van de Weijer Second Conference on Machine Translation
@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} }

Word Representations in Factored Neural Machine Translation

F. Burlot, M. García-Martínez, L. Barrault, F. Bougares, and F. Yvon Proceedings of the Second Conference on 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} }

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

K. Shah and F. Bougares and L. Barrault and L. Specia. First Conference on Machine Translation
@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} }

Factored Neural Machine Translation Architectures.

M. García Martínez and L. Barrault and F. Bougares. International Workshop on Spoken Language Translation (IWSLT'16)
@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} }

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

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 First Conference on Machine Translation
@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} }

Incremental Adaptation Strategies for Neural Network Language Models.

A. Ter-Sarkisov, H. Schwenk, L. Barrault, F. Bougares. 3rd Workshop on Continuous Vector Space Models and their Compositionality (CVSC)
@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} }

The LIUM ASR and SLT Systems for IWSLT 2015

M. Garcia Martinez and L. Barrault and A. Rousseau and P. Deléglise and Y. Estève 12th International Workshop on Spoken Language Translation (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} }

Project Adaptation for SMT Over Several Days

Blain, F. and Hazem, A. and Bougares, F. and Barrault, L. and Schwenk, H. Translation in Transition conference
@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} }

Continuous Adaptation to User Feedback for Statistical Machine Translation

Blain, F. and Bougares, F. and Hazem, A. and Barrault, L. and Schwenk, H. North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL HLT 2015)
@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} }

Improving Continuous Space Language Models using Auxiliary Features

W. Aransa and H. Schwenk and L. Barrault International Workshop on Spoken Language Translation (IWSLT'15)
@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} }

Building and Using Multimodal Comparable Corpora for Machine Translation

H. Afli and L. Barrault and H. Schwenk. Journal of Natural Language Engineering
@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} }

OCR Error Correction Using Statistical Machine Translation

H. Afli and L. Barrault and H. Schwenk. 16th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2015).
@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} }

Efficient training strategies for deep neural network language models.

Schwenk, H. and Bougares, F. and Barrault, L. NIPS workshop on deep neural networks and representation learning
@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} }

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

Rousseau, A. and Barrault, L. and Deléglise, P and Estève, Y and Schwenk, H. and Bennacef, S. and Muscariello, A. and Vanni, S. International Workshop on Spoken Language Translation (IWSLT)
@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} }

Using Hypothesis Selection Based Features for Confusion Network MT System Combination

S. Ghannay and L. Barrault Third Workshop on Hybrid Approaches to Translation (HyTra), EACL 2014
@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 MateCat Tool

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. Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: System Demonstrations
@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} }

Translation project adaptation for MT-enhanced computer assisted translation

Cettolo, M. and Bertoldi, N. and Federico, M. and Schwenk, H. and Barrault, L. and Servan, C Machine 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} }

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

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. Actes de la conférence JEP 2014
@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} }

Multimodal Comparable Corpora for Machine Translation

H. Afli and L. Barrault and H. Schwenk 7th Workshop on Building and Using Comparable Corpora, Building Resources for Machine Translation Research
@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} }

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

Cettolo, M. and Bertoldi, N. and Federico and M. and Servan, C. and Barrault, L. and Schwenk, H. Proc. of the MT Summit XIV Workshop on Post-editing Technology and Practice (WPTP-2)
@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 as Resources for Extracting Parallel Data: Parallel Phrases Extraction

H. Afli and L. Barrault and H. Schwenk International Joint Conference on Natural Language Processing
@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} }

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

Shah, K. and Barrault, L. and Schwenk, H. Association for Machine Translation in the Americas
@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} }

LIUM’’s SMT Machine Translation Systems for WMT 2012

Servan, C. and Lambert, P. and Rousseau, A. and Schwenk, H. and Barrault, L. Proceedings of the Seventh Workshop on Statistical Machine Translation
@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} }

Semi-supervised Transliteration Mining from Parallel and Comparable Corpora

Aransa, W. and Schwenk, H. and Barrault, L. IWSLT
@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} }

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

H. Afli and L. Barrault and H. Schwenk. TALN
@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} }

Parallel text extraction from multimodal comparable corpora

H. Afli and L. Barrault and H. Schwenk. 8th International Conference on Natural Language Processing, JapTAL
@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} }

Parametric Weighting of Parallel Data for Statistical Machine Translation

Shah, K. and Barrault, L. and Schwenk, H. The 5th International Joint Conference on Natural Language Processing
@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} }

LIUM’’s SMT Machine Translation Systems for WMT 2011

Schwenk, H. and Lambert, P. and Barrault, L and Servan, C. and Abdul-Rauf, S. and Afli, H. and Shah, K. Proceedings of the 6th Workshop on Statistical Machine Translation
@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} }

MANY improvements for WMT’‘11

Barrault, L. Proceedings of the 6th Workshop on Statistical Machine Translation
@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} }

Machine Translation System Combination with MANY for ML4HMT

Barrault, L. and Lambert, P. Shared Task on Applying Machine Learning Techniques to Optimise the Division of Labour in Hybrid MT (ML4HMT-2011)
@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} }

Translation Model Adaptation by Resampling

Shah, K. and Barrault, L. and Schwenk, H. WMT, Association of Computational Linguistics (ACL)
@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} }

LIUM’’s Statistical Machine Translation System for IWSLT 2010

Rousseau, A. and Barrault, L. and Deléglise, P. and Estève, Y. International Workshop on Spoken Language Translation (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} }

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

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. CMU SPUD Workshop
@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} }

MANY: Open Source MT System Combination at WMT’10

Barrault, L. ACL Workshop on Statistical Machine Translation (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} }

MANY: Open Source Machine Translation System Combination

Barrault, L. Prague Bulletin of Mathematical Linguistics, Special Issue on Open Source Tools for Machine Translation
@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} }

SMT and SPE Machine Translation Systems for WMT’‘09

Schwenk, H. and Abdul Rauf, S. and Barrault, L. and Senellart, J. Fourth ACL Workshop on Statistical Machine Translation (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} }

LIUM’’s Statistical Machine Translation Systems for IWSLT 2009

Schwenk, H. and Barrault, L. and Estève, Y. and Lambert, P. International Workshop on Spoken Language Translation (IWSLT'09)
@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} }

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

Barrault, L. and Matrouf, D. and and Linarès, G. Journées d'Études sur la Parole (JEP'08)
@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} }

Frame-Based Acoustic Feature Integration for Speech Understanding

Barrault, L. and Servan, C. and Matrouf, D. and Linarès, G. and De Mori, R. International Conference on Acoustics, Speech and Signal Processing (ICASSP'08)
@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} }

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

Matrouf, D. and Barrault, L. and and De Mori, R. ITRW on Speech Recognition and Intrinsic Variation
@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} }

Characterizing Feature Variability in Automatic Speech Recognition Systems

Barrault, L. and Matrouf, D. and De Mori, R. and Gemello, R. and and Mana, F. International Conference on Acoustics, Speech and Signal Processing (ICASSP'06)
@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} }

Dynamic Selection of Acoustic Features in an Automatic Speech Recognition System

Barrault, L. and Matrouf, D. and De Mori, R. and Gemello, R. and and Mana, F. European Signal Processing Conference
@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} }

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

Barrault, L. Rencontres des Jeunes Chercheurs en Parole (RJCP'05)
@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} }

Variability of Automatic Speech Recognition Systems Using Different Features

Barrault, L. and De Mori, R. and Gemello, R. and Mana, F. and and Matrouf, D. European Conference on Speech Communication and Technology (Interspeech'05)
@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} }