Embedding Strategies for Specialized Domains: Application to Clinical Entity Recognition ACL

Hicham El Boukkouri | Olivier Ferret | Thomas Lavergne | Pierre Zweigenbaum |

Corpora with Part-of-Speech Annotations for Three Regional Languages of France: Alsatian, Occitan and Picard LREC

Delphine Bernhard | Anne-Laure Ligozat | Fanny Martin | Myriam Bras | Pierre Magistry | Marianne Vergez-Couret | Lucie Steiblé | Pascale Erhart | Nabil Hathout | Dominique Huck | Christophe Rey | Philippe Reynés | Sophie Rosset | Jean Sibille | Thomas Lavergne |

Learning the Structure of Variable-Order CRFs: a finite-state perspective EMNLP

Thomas Lavergne | François Yvon |

LIMSI@WMT’16: Machine Translation of News WMT WS

Alexandre Allauzen | Lauriane Aufrant | Franck Burlot | Ophélie Lacroix | Elena Knyazeva | Thomas Lavergne | Guillaume Wisniewski | François Yvon |

The QT21/HimL Combined Machine Translation System WMT WS

Jan-Thorsten Peter | Tamer Alkhouli | Hermann Ney | Matthias Huck | Fabienne Braune | Alexander Fraser | Aleš Tamchyna | Ondřej Bojar | Barry Haddow | Rico Sennrich | Frédéric Blain | Lucia Specia | Jan Niehues | Alex Waibel | Alexandre Allauzen | Lauriane Aufrant | Franck Burlot | Elena Knyazeva | Thomas Lavergne | François Yvon | Mārcis Pinnis | Stella Frank |

A Dataset for ICD-10 Coding of Death Certificates: Creation and Usage WS

Thomas Lavergne | Aurélie Névéol | Aude Robert | Cyril Grouin | Grégoire Rey | Pierre Zweigenbaum |

Supervised classification of end-of-lines in clinical text with no manual annotation WS

Pierre Zweigenbaum | Cyril Grouin | Thomas Lavergne |

Hybrid methods for ICD-10 coding of death certificates Louhi WS

Pierre Zweigenbaum | Thomas Lavergne |

LIMSI@WMT’15 : Translation Task WMT WS

Benjamin Marie | Alexandre Allauzen | Franck Burlot | Quoc-Khanh Do | Julia Ive | Elena Knyazeva | Matthieu Labeau | Thomas Lavergne | Kevin Löser | Nicolas Pécheux | François Yvon |

Automatic language identity tagging on word and sentence-level in multilingual text sources: a case-study on Luxembourgish LREC

Thomas Lavergne | Gilles Adda | Martine Adda-Decker | Lori Lamel |

LIMSI @ WMT’14 Medical Translation Task WMT WS

Nicolas Pécheux | Li Gong | Quoc Khanh Do | Benjamin Marie | Yulia Ivanishcheva | Alexander Allauzen | Thomas Lavergne | Jan Niehues | Aurélien Max | François Yvon |

Optimizing annotation efforts to build reliable annotated corpora for training statistical models LAW WS

Cyril Grouin | Thomas Lavergne | Aurélie Névéol |

A fully discriminative training framework for Statistical Machine Translation (Un cadre d’apprentissage intégralement discriminant pour la traduction statistique) [in French] JEP/TALN/RECITAL

Thomas Lavergne | Alexandre Allauzen | François Yvon |

LIMSI’s participation to the 2013 shared task on Native Language Identification BEA WS

Thomas Lavergne | Gabriel Illouz | Aurélien Max | Ryo Nagata |

LIMSI @ WMT13 WMT WS

Alexander Allauzen | Nicolas Pécheux | Quoc Khanh Do | Marco Dinarelli | Thomas Lavergne | Aurélien Max | Hai-Son Le | François Yvon |

Automatic Named Entity Pre-annotation for Out-of-domain Human Annotation LAW WS

Sophie Rosset | Cyril Grouin | Thomas Lavergne | Mohamed Ben Jannet | Jérémy Leixa | Olivier Galibert | Pierre Zweigenbaum |

Repérage des entités nommées pour l’arabe : adaptation non-supervisée et combinaison de systèmes (Named Entity Recognition for Arabic : Unsupervised adaptation and Systems combination) [in French] JEP/TALN/RECITAL

Souhir Gahbiche-Braham | Hélène Bonneau-Maynard | Thomas Lavergne | François Yvon |

Joint Segmentation and POS Tagging for Arabic Using a CRF-based Classifier LREC

Souhir Gahbiche-Braham | Hélène Bonneau-Maynard | Thomas Lavergne | François Yvon |

Joint WMT 2012 Submission of the QUAERO Project WMT WS

Markus Freitag | Stephan Peitz | Matthias Huck | Hermann Ney | Jan Niehues | Teresa Herrmann | Alex Waibel | Hai-son Le | Thomas Lavergne | Alexandre Allauzen | Bianka Buschbeck | Josep Maria Crego | Jean Senellart |

LIMSI @ WMT12 WMT WS

Hai-Son Le | Thomas Lavergne | Alexandre Allauzen | Marianna Apidianaki | Li Gong | Aurélien Max | Artem Sokolov | Guillaume Wisniewski | François Yvon |

LIMSI @ WMT11 WMT WS

Alexandre Allauzen | Hélène Bonneau-Maynard | Hai-Son Le | Aurélien Max | Guillaume Wisniewski | François Yvon | Gilles Adda | Josep Maria Crego | Adrien Lardilleux | Thomas Lavergne | Artem Sokolov |

From n-gram-based to CRF-based Translation Models WMT WS

Thomas Lavergne | Alexandre Allauzen | Josep Maria Crego | François Yvon |

Practical Very Large Scale CRFs ACL

Thomas Lavergne | Olivier Cappé | François Yvon |

Introduction of a new paraphrase generation tool based on Monte-Carlo sampling ACL IJCNLP

Jonathan Chevelu | Thomas Lavergne | Yves Lepage | Thierry Moudenc |