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)

Non-lexical neural architecture for fine-grained POS Tagging. - Matthieu Labeau; Kevin Löser; Alexandre Allauzen (EMNLP, 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 (WMT@EMNLP, 2015)

LIMSI@IWSLT'16: MT Track. - Franck Burlot; Matthieu Labeau; Elena Knyazeva; Thomas Lavergne; Alexandre Allauzen; François Yvon (IWSLT, 2016)

An experimental analysis of Noise-Contrastive Estimation: the noise distribution matters. - Matthieu Labeau; Alexandre Allauzen (EACL (2), 2017)

Character and Subword-Based Word Representation for Neural Language Modeling Prediction. - Matthieu Labeau; Alexandre Allauzen (SWCN@EMNLP, 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 (TALN (2), 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 (TALN, 2017)

LIMSI$@$WMT'17. - Franck Burlot; Pooyan Safari; Matthieu Labeau; Alexandre Allauzen; François Yvon (WMT, 2017)

Learning with Noise-Contrastive Estimation: Easing training by learning to scale. - Matthieu Labeau; Alexandre Allauzen (COLING, 2018)

Algorithmes à base d'échantillonage pour l'entraînement de modèles de langue neuronaux (Here the title in English). - Matthieu Labeau; Alexandre Allauzen (CORIA-TALN-RJC (TALN 2), 2018)

Neural language models: Dealing with large vocabularies. (Modèles de langue neuronaux: Gestion des grands vocabulaires). - Matthieu Labeau (2018)

Experimenting with Power Divergences for Language Modeling. - Matthieu Labeau; Shay B. Cohen (EMNLP/IJCNLP (1), 2019)

Hierarchical Pre-training for Sequence Labelling in Spoken Dialog. - Emile Chapuis; Pierre Colombo; Matteo Manica; Matthieu Labeau; Chloé Clavel (EMNLP (Findings), 2020)

The importance of fillers for text representations of speech transcripts. - Tanvi Dinkar; Pierre Colombo; Matthieu Labeau; Chloé Clavel (EMNLP (1), 2020)

Compositional languages emerge in a neural iterated learning model. - Yi Ren; Shangmin Guo; Matthieu Labeau; Shay B. Cohen; Simon Kirby (ICLR, 2020)

Improving Multimodal fusion via Mutual Dependency Maximisation. - Pierre Colombo; Emile Chapuis; Matthieu Labeau; Chloé Clavel (EMNLP (1), 2021)

Code-switched inspired losses for spoken dialog representations. - Pierre Colombo; Emile Chapuis; Matthieu Labeau; Chloé Clavel (EMNLP (1), 2021)

Few-Shot Emotion Recognition in Conversation with Sequential Prototypical Networks. - Gaël Guibon; Matthieu Labeau; Hélène Flamein; Luce Lefeuvre; Chloé Clavel (EMNLP (1), 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 (TALN (1), 2021)

Code-switched inspired losses for generic spoken dialog representations. - Emile Chapuis; Pierre Colombo; Matthieu Labeau; Chloé Clavel (CoRR, 2021)

One Word, Two Sides: Traces of Stance in Contextualized Word Representations. - Aina Garí Soler; Matthieu Labeau; Chloé Clavel (COLING, 2022)

EZCAT: an Easy Conversation Annotation Tool. - Gaël Guibon; Luce Lefeuvre; Matthieu Labeau; Chloé Clavel (LREC, 2022)

Polysemy in Spoken Conversations and Written Texts. - Aina Garí Soler; Matthieu Labeau; Chloé Clavel (LREC, 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)

Socio-conversational systems: Three challenges at the crossroads of fields. - Chloé Clavel; Matthieu Labeau; Justine Cassell (Frontiers Robotics AI, 2022)

Few-shot emotion recognition in conversation with sequential prototypical networks. - Gaël Guibon; Matthieu Labeau; Luce Lefeuvre; Chloé Clavel (Softw. Impacts, 2022)

An Adaptive Layer to Leverage Both Domain and Task Specific Information from Scarce Data. - Gaël Guibon; Matthieu Labeau; Luce Lefeuvre; Chloé Clavel (AAAI, 2023)

Un mot, deux facettes : traces des opinions dans les représentations contextualisées des mots. - Aina Garí Soler; Matthieu Labeau; Chloé Clavel (CORIA-TALN (4), 2023)

Exploiting Edge Features in Graphs with Fused Network Gromov-Wasserstein Distance. - Junjie Yang; Matthieu Labeau; Florence d'Alché-Buc (CoRR, 2023)

Any2Graph: Deep End-To-End Supervised Graph Prediction With An Optimal Transport Loss. - Paul Krzakala; Junjie Yang; Rémi Flamary; Florence d'Alché-Buc; Charlotte Laclau; Matthieu Labeau (NeurIPS, 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)

Revisiting Hierarchical Text Classification: Inference and Metrics. - Roman Plaud; Matthieu Labeau; Antoine Saillenfest; Thomas Bonald (CoRR, 2024)

Learning Differentiable Surrogate Losses for Structured Prediction. - Junjie Yang; Matthieu Labeau; Florence d'Alché-Buc (CoRR, 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)

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)

Decoding Persuasiveness in Eloquence Competitions: An Investigation into the LLM's Ability to Assess Public Speaking. - Alisa Barkar; Mathieu Chollet; Matthieu Labeau; Béatrice Biancardi; Chloé Clavel (ICAART (3), 2025)

EmoDynamiX: Emotional Support Dialogue Strategy Prediction by Modelling MiXed Emotions and Discourse Dynamics. - Chenwei Wan; Matthieu Labeau; Chloé Clavel (NAACL (Long Papers), 2025)

To Each Metric Its Decoding: Post-Hoc Optimal Decision Rules of Probabilistic Hierarchical Classifiers. - Roman Plaud; Alexandre Perez-Lebel; Matthieu Labeau; Antoine Saillenfest; Thomas Bonald (CoRR, 2025)

The Anatomy of Speech Persuasion: Linguistic Shifts in LLM-Modified Speeches. - Alisa Barkar; Mathieu Chollet; Matthieu Labeau; Béatrice Biancardi; Chloé Clavel (CoRR, 2025)