Variations in Word Usage for the Financial Domain COLING FinNLP

Syrielle Montariol | Alexandre Allauzen | Asanobu Kitamoto |

Étude des variations sémantiques à travers plusieurs dimensions (Studying semantic variations through several dimensions ) JEP/TALN/RECITAL

Syrielle Montariol | Alexandre Allauzen |

FlauBERT : des modèles de langue contextualisés pré-entraînés pour le français (FlauBERT : Unsupervised Language Model Pre-training for French) JEP/TALN/RECITAL

Hang Le | Loïc Vial | Jibril Frej | Vincent Segonne | Maximin Coavoux | Benjamin Lecouteux | Alexandre Allauzen | Benoît Crabbé | Laurent Besacier | Didier Schwab |

FlauBERT: Unsupervised Language Model Pre-training for French LREC

Hang Le | Loïc Vial | Jibril Frej | Vincent Segonne | Maximin Coavoux | Benjamin Lecouteux | Alexandre Allauzen | Benoit Crabbé | Laurent Besacier | Didier Schwab |

Word Usage Similarity Estimation with Sentence Representations and Automatic Substitutes *SEMEVAL

Aina Garí Soler | Marianna Apidianaki | Alexandre Allauzen |

LIMSI-MULTISEM at the IJCAI SemDeep-5 WiC Challenge: Context Representations for Word Usage Similarity Estimation WS

Aina Garí Soler | Marianna Apidianaki | Alexandre Allauzen |

Apprentissage de plongements de mots dynamiques avec régularisation de la dérive (Learning dynamic word embeddings with drift regularisation) JEP/TALN/RECITAL

Syrielle Montariol | Alexandre Allauzen |

Exploring sentence informativeness JEP/TALN/RECITAL

Syrielle Montariol | Aina Garí Soler | Alexandre Allauzen |

Empirical Study of Diachronic Word Embeddings for Scarce Data RANLP

Syrielle Montariol | Alexandre Allauzen |

Learning with Noise-Contrastive Estimation: Easing training by learning to scale COLING

Matthieu Labeau | Alexandre Allauzen |

Algorithmes à base d’échantillonage pour l’entraînement de modèles de langue neuronaux (Here the title in English) JEP/TALN/RECITAL

Matthieu Labeau | Alexandre Allauzen |

A comparative study of word embeddings and other features for lexical complexity detection in French JEP/TALN/RECITAL

Aina Garí Soler | Marianna Apidianaki | Alexandre Allauzen |

Apprentissage profond pour le traitement automatique des langues [Deep Learning for Natural Language Processing] TAL

Alexandre Allauzen | Hinrich Schütze |

An experimental analysis of Noise-Contrastive Estimation: the noise distribution matters EACL

Matthieu Labeau | Alexandre Allauzen |

Character and Subword-Based Word Representation for Neural Language Modeling Prediction WS

Matthieu Labeau | Alexandre Allauzen |

LIMSI@WMT’17 WMT WS

Franck Burlot | Pooyan Safari | Matthieu Labeau | Alexandre Allauzen | François Yvon |

Représentations continues dérivées des caractères pour un modèle de langue neuronal à vocabulaire ouvert (Opening the vocabulary of neural language models with character-level word representations) JEP/TALN/RECITAL

Matthieu Labeau | Alexandre Allauzen |

Adaptation au domaine pour l’analyse morpho-syntaxique (Domain Adaptation for PoS tagging) JEP/TALN/RECITAL

Éléonor Bartenlian | Margot Lacour | Matthieu Labeau | Alexandre Allauzen | Guillaume Wisniewski | 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 Karlsruhe Institute of Technology Systems for the News Translation Task in WMT 2016 WMT WS

Thanh-Le Ha | Eunah Cho | Jan Niehues | Mohammed Mediani | Matthias Sperber | Alexandre Allauzen | Alexander Waibel |

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 |

Une méthode non-supervisée pour la segmentation morphologique et l’apprentissage de morphotactique à l’aide de processus de Pitman-Yor (An unsupervised method for joint morphological segmentation and morphotactics learning using Pitman-Yor processes) JEP/TALN/RECITAL

Kevin Löser | Alexandre Allauzen |

LIMSI@IWSLT’16: MT Track IWSLT

Franck Burlot | Matthieu Labeau | Elena Knyazeva | Thomas Lavergne | Alexandre Allauzen | François Yvon |

Non-lexical neural architecture for fine-grained POS Tagging EMNLP

Matthieu Labeau | Kevin Löser | Alexandre Allauzen |

A Discriminative Training Procedure for Continuous Translation Models EMNLP

Quoc-Khanh Do | Alexandre Allauzen | François Yvon |

The KIT-LIMSI Translation System for WMT 2015 WMT WS

Thanh-Le Ha | Quoc-Khanh Do | Eunah Cho | Jan Niehues | Alexandre Allauzen | François Yvon | Alex Waibel |

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 |

ListNet-based MT Rescoring WMT WS

Jan Niehues | Quoc Khanh Do | Alexandre Allauzen | Alex Waibel |

Proceedings of the 3rd Workshop on Continuous Vector Space Models and their Compositionality CVSC WS

Alexandre Allauzen | Edward Grefenstette | Karl Moritz Hermann | Hugo Larochelle | Scott Wen-tau Yih |

Apprentissage discriminant des modèles continus de traduction JEP/TALN/RECITAL

Quoc-Khanh Do | Alexandre Allauzen | François Yvon |

Oublier ce qu’on sait, pour mieux apprendre ce qu’on ne sait pas : une étude sur les contraintes de type dans les modèles CRF JEP/TALN/RECITAL

Nicolas Pécheux | Alexandre Allauzen | Thomas Lavergne | Guillaume Wisniewski | François Yvon |

Cross-Lingual POS Tagging through Ambiguous Learning: First Experiments (Apprentissage partiellement supervisé d’un étiqueteur morpho-syntaxique par transfert cross-lingue) [in French] JEP/TALN/RECITAL

Guillaume Wisniewski | Nicolas Pécheux | Elena Knyazeva | Alexandre Allauzen | François Yvon |

Comparison of scheduling methods for the learning rate of neural network language models (Modèles de langue neuronaux: une comparaison de plusieurs stratégies d’apprentissage) [in French] JEP/TALN/RECITAL

Quoc-Khanh Do | Alexandre Allauzen | François Yvon |

Proceedings of the 2nd Workshop on Continuous Vector Space Models and their Compositionality (CVSC) CVSC WS

Alexandre Allauzen | Raffaella Bernardi | Edward Grefenstette | Hugo Larochelle | Christopher Manning | Scott Wen-tau Yih |

LIMSI English-French speech translation system IWSLT

Natalia Segal | Hélène Bonneau-Maynard | Quoc Khanh Do | Alexandre Allauzen | Jean-Luc Gauvain | Lori Lamel | François Yvon |

Discriminative adaptation of continuous space translation models IWSLT

Quoc-Khanh Do | Alexandre Allauzen | François Yvon |

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 |

Proceedings of the Workshop on Continuous Vector Space Models and their Compositionality WS

Alexandre Allauzen | Hugo Larochelle | Christopher Manning | Richard Socher |

Continuous Space Translation Models with Neural Networks NAACL

Hai Son Le | Alexandre Allauzen | François Yvon |

Measuring the Influence of Long Range Dependencies with Neural Network Language Models NAACL WS

Hai Son Le | Alexandre Allauzen | 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 |

Joint WMT Submission of the QUAERO Project WMT WS

Markus Freitag | Gregor Leusch | Joern Wuebker | Stephan Peitz | Hermann Ney | Teresa Herrmann | Jan Niehues | Alex Waibel | Alexandre Allauzen | Gilles Adda | Josep Maria Crego | Bianka Buschbeck | Tonio Wandmacher | Jean Senellart |

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

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

Discriminative Weighted Alignment Matrices For Statistical Machine Translation EAMT

Nadi Tomeh | Alexandre Allauzen | François Yvon |

Estimation d’un modèle de traduction à partir d’alignements mot-à-mot non-déterministes (Estimating a translation model from non-deterministic word-to-word alignments) JEP/TALN/RECITAL

Nadi Tomeh | Alexandre Allauzen | François Yvon |

How good are your phrases? Assessing phrase quality with single class classification IWSLT

Nadi Tomeh | Marco Turchi | Guillaume Wisinewski | Alexandre Allauzen | François Yvon |

LIMSI’s experiments in domain adaptation for IWSLT11 IWSLT

Thomas Lavergne | Alexandre Allauzen | Hai-Son Le | François Yvon |

Training Continuous Space Language Models: Some Practical Issues EMNLP

Hai Son Le | Alexandre Allauzen | Guillaume Wisniewski | François Yvon |

Assessing Phrase-Based Translation Models with Oracle Decoding EMNLP

Guillaume Wisniewski | Alexandre Allauzen | François Yvon |

LIMSI’s Statistical Translation Systems for WMT’10 WS

Alexandre Allauzen | Josep M. Crego | İlknur Durgar El-Kahlout | François Yvon |

Refining Word Alignment with Discriminative Training AMTA

Nadi Tomeh | Alexandre Allauzen | François Yvon | Guillaume Wisniewski |

LIMSI @ IWSLT 2010 IWSLT

Alexandre Allauzen | Josep M. Crego | İlknur Durgar El-Kahlout | Le Hai-Son | Guillaume Wisniewski | François Yvon |

LIMSI‘s Statistical Translation Systems for WMT‘09 WMT WS

Alexandre Allauzen | Josep Crego | Aurélien Max | François Yvon |

Training and Evaluation of POS Taggers on the French MULTITAG Corpus LREC

Alexandre Allauzen | Hélène Bonneau-Maynard |

Limsi’s Statistical Translation Systems for WMT‘08 WMT WS

Daniel Déchelotte | Gilles Adda | Alexandre Allauzen | Hélène Bonneau-Maynard | Olivier Galibert | Jean-Luc Gauvain | Philippe Langlais | François Yvon |

Combining Morphosyntactic Enriched Representation with n-best Reranking in Statistical Translation SSST WS

Hélène Bonneau-Maynard | Alexandre Allauzen | Daniel Déchelotte | Holger Schwenk |

Modèles statistiques enrichis par la syntaxe pour la traduction automatique JEP/TALN/RECITAL

Holger Schwenk | Daniel Déchelotte | Hélène Bonneau-Maynard | Alexandre Allauzen |

A state-of-the-art statistical machine translation system based on Moses MTSummit

Daniel Déchelotte | Holger Schwenk | Hélène Bonneau-Maynard | Alexandre Allauzen | Gilles Adda |