Matthieu Labeau

According to our database, Matthieu Labeau authored at least 35 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Exploiting Edge Features in Graph-based Learning with Fused Network Gromov-Wasserstein Distance.

Junjie Yang, Matthieu Labeau, Florence d'Alché-Buc

Trans. Mach. Learn. Res., 2024

The Impact of Word Splitting on the Semantic Content of Contextualized Word Representations.

Aina Garí Soler, Matthieu Labeau, Chloé Clavel

Trans. Assoc. Comput. Linguistics, 2024

Revisiting Hierarchical Text Classification: Inference and Metrics.

Roman Plaud, Matthieu Labeau, Antoine Saillenfest, Thomas Bonald

CoRR, 2024

EmoDynamiX: Emotional Support Dialogue Strategy Prediction by Modelling MiXed Emotions and Discourse Dynamics.

Chenwei Wan, Matthieu Labeau, Chloé Clavel

CoRR, 2024

End-to-end Supervised Prediction of Arbitrary-size Graphs with Partially-Masked Fused Gromov-Wasserstein Matching.

Paul Krzakala, Junjie Yang, Rémi Flamary, Florence d'Alché-Buc, Charlotte Laclau, Matthieu Labeau

CoRR, 2024

2023

Exploiting Edge Features in Graphs with Fused Network Gromov-Wasserstein Distance.

Junjie Yang, Matthieu Labeau, Florence d'Alché-Buc

CoRR, 2023

Un mot, deux facettes : traces des opinions dans les représentations contextualisées des mots.

Aina Garí Soler, Matthieu Labeau, Chloé Clavel

Proceedings of the Actes de CORIA-TALN 2023. Actes de la 30e Conférence sur le Traitement Automatique des Langues Naturelles, TALN 2023, 2023

An Adaptive Layer to Leverage Both Domain and Task Specific Information from Scarce Data.

Gaël Guibon, Matthieu Labeau, Luce Lefeuvre, Chloé Clavel

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Few-shot emotion recognition in conversation with sequential prototypical networks.

Gaël Guibon, Matthieu Labeau, Luce Lefeuvre, Chloé Clavel

Softw. Impacts, 2022

Socio-conversational systems: Three challenges at the crossroads of fields.

Chloé Clavel, Matthieu Labeau, Justine Cassell

Frontiers Robotics AI, 2022

A survey of neural models for the automatic analysis of conversation: Towards a better integration of the social sciences.

Chloé Clavel, Matthieu Labeau, Justine Cassell

CoRR, 2022

Polysemy in Spoken Conversations and Written Texts.

Aina Garí Soler, Matthieu Labeau, Chloé Clavel

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

EZCAT: an Easy Conversation Annotation Tool.

Gaël Guibon, Luce Lefeuvre, Matthieu Labeau, Chloé Clavel

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

One Word, Two Sides: Traces of Stance in Contextualized Word Representations.

Aina Garí Soler, Matthieu Labeau, Chloé Clavel

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

Code-switched inspired losses for generic spoken dialog representations.

Emile Chapuis, Pierre Colombo, Matthieu Labeau, Chloé Clavel

CoRR, 2021

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

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

Proceedings of the Actes de la 28e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale, 2021

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

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

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Code-switched inspired losses for spoken dialog representations.

Pierre Colombo, Emile Chapuis, Matthieu Labeau, Chloé Clavel

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Improving Multimodal fusion via Mutual Dependency Maximisation.

Pierre Colombo, Emile Chapuis, Matthieu Labeau, Chloé Clavel

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Compositional languages emerge in a neural iterated learning model.

Yi Ren, Shangmin Guo, Matthieu Labeau, Shay B. Cohen, Simon Kirby

Proceedings of the 8th International Conference on Learning Representations, 2020

The importance of fillers for text representations of speech transcripts.

Tanvi Dinkar, Pierre Colombo, Matthieu Labeau, Chloé Clavel

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Hierarchical Pre-training for Sequence Labelling in Spoken Dialog.

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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2019

Experimenting with Power Divergences for Language Modeling.

Matthieu Labeau, Shay B. Cohen

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

Neural language models: Dealing with large vocabularies. (Modèles de langue neuronaux: Gestion des grands vocabulaires).

Matthieu Labeau

PhD thesis, 2018

Algorithmes à base d'échantillonage pour l'entraînement de modèles de langue neuronaux (Here the title in English).

Matthieu Labeau, Alexandre Allauzen

Proceedings of the Actes de la Conférence TALN. CORIA-TALN-RJC 2018 - Volume 1, 2018

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

Matthieu Labeau, Alexandre Allauzen

Proceedings of the 27th International Conference on Computational Linguistics, 2018

2017

LIMSI$@$WMT'17.

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

Proceedings of the Second Conference on Machine Translation, 2017

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).

Matthieu Labeau, Alexandre Allauzen

Proceedings of the Actes des 24ème Conférence sur le Traitement Automatique des Langues Naturelles, 2017

Adaptation au domaine pour l'analyse morpho-syntaxique (Domain Adaptation for PoS tagging).

Éléonore Bartenlian, Margot Lacour, Matthieu Labeau, Alexandre Allauzen, Guillaume Wisniewski, François Yvon

Proceedings of the Actes des 24ème Conférence sur le Traitement Automatique des Langues Naturelles. Orléans, France, June 26-30, 2017, Volume 2, 2017

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

Matthieu Labeau, Alexandre Allauzen

Proceedings of the First Workshop on Subword and Character Level Models in NLP, 2017

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

Matthieu Labeau, Alexandre Allauzen

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

2016

LIMSI@IWSLT'16: MT Track.

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

Proceedings of the 13th International Conference on Spoken Language Translation, 2016

2015

LIMSI$@$WMT'15 : Translation Task.

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

Proceedings of the Tenth Workshop on Statistical Machine Translation, 2015

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

Matthieu Labeau, Kevin Löser, Alexandre Allauzen

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

2013

3D Facial Landmark Tracking and Facial Expression Recognition.

Gérard G. Medioni, Jongmoo Choi, Matthieu Labeau, Jatuporn Toy Leksut, Lingchao Meng

J. Inform. and Commun. Convergence Engineering, 2013