Few-Shot Emotion Recognition in Conversation with Sequential Prototypical Networks EMNLP

Gaël Guibon | Matthieu Labeau | Hélène Flamein | Luce Lefeuvre | Chloé Clavel |

Méta-apprentissage : classification de messages en catégories émotionnelles inconnues en entraînement (Meta-learning : Classifying Messages into Unseen Emotional Categories) JEP/TALN/RECITAL

Gaël Guibon | Matthieu Labeau | Hélène Flamein | Luce Lefeuvre | Chloé Clavel |

Meta-learning for Classifying Previously Unseen Data Source into Previously Unseen Emotional Categories ACL IJCNLP MetaNLP

Gaël Guibon | Matthieu Labeau | Hélène Flamein | Luce Lefeuvre | Chloé Clavel |

Code-switched inspired losses for spoken dialog representations EMNLP

Pierre Colombo | Emile Chapuis | Matthieu Labeau | Chloé Clavel |

Improving Multimodal fusion via Mutual Dependency Maximisation EMNLP

Pierre Colombo | Emile Chapuis | Matthieu Labeau | Chloé Clavel |

The importance of fillers for text representations of speech transcripts EMNLP

Tanvi Dinkar | Pierre Colombo | Matthieu Labeau | Chloé Clavel |

Hierarchical Pre-training for Sequence Labelling in Spoken Dialog EMNLP Findings

Emile Chapuis | Pierre Colombo | Matteo Manica | Matthieu Labeau | Chloé Clavel |

Experimenting with Power Divergences for Language Modeling EMNLP

Matthieu Labeau | Shay B. Cohen |

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 |

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

Matthieu Labeau | Alexandre Allauzen |

Proceedings of ACL 2017, Student Research Workshop ACL

Allyson Ettinger | Spandana Gella | Matthieu Labeau | Cecilia Ovesdotter Alm | Marine Carpuat | Mark Dredze |

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@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 |

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 |