Matthieu Labeau

Associate Professor, Télécom ParisTech

Joined

September 2019

Names

Matthieu Labeau (Preferred)

Emails

****@gmail.com (Confirmed)

****@telecom-paris.fr (Confirmed)

Personal Links

Career & Education History

Associate Professor

Télécom ParisTech (telecom-paristech.fr)

2019 – Present

Postdoc

University of Edinburgh (ed.ac.uk)

2018 – 2019

PhD student

LIMSI-CNRS / Université Paris-Sud (limsi.fr)

2014 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Alexandre Allauzen

2014 – 2018

Expertise

Representation Learning

Present

Language Modeling

Present

Natural Language Processing

Present

Publications

EmoDynamiX: Emotional Support Dialogue Strategy Prediction by Modelling MiXed Emotions and Discourse Dynamics
Chenwei Wan, Matthieu Labeau, Chloé Clavel
- NAACL (Long Papers) 2025
- Readers: Everyone
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
- ICML 2025 poster
- Readers: Everyone
A framework for differentiable Supervised Graph Prediction
Paul KRZAKALA, Junjie Yang, Rémi Flamary, Florence d'Alché-Buc, Charlotte Laclau, Matthieu Labeau
- Differentiable Almost Everything
- Readers: Everyone
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 spotlight
- Readers: Everyone
Exploiting Edge Features in Graph-based Learning with Fused Network Gromov-Wasserstein Distance
Junjie Yang, Matthieu Labeau, Florence d'Alché-Buc
- Accepted by TMLR
- Readers: Everyone
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
- 2021 (modified: 04 Oct 2021)
- TALN (1) 2021
- Readers: Everyone
The importance of fillers for text representations of speech transcripts
Tanvi Dinkar, Pierre Colombo, Matthieu Labeau, Chloé Clavel
- 2020 (modified: 04 Oct 2021)
- EMNLP (1) 2020
- Readers: Everyone
Compositional languages emerge in a neural iterated learning model
Yi Ren, Shangmin Guo, Matthieu Labeau, Shay B. Cohen, Simon Kirby
- 2020 (modified: 04 Oct 2021)
- ICLR 2020
- Readers: Everyone
Hierarchical Pre-training for Sequence Labelling in Spoken Dialog
Emile Chapuis, Pierre Colombo, Matteo Manica, Matthieu Labeau, Chloé Clavel
- 2020 (modified: 04 Oct 2021)
- EMNLP (Findings) 2020
- Readers: Everyone
Experimenting with Power Divergences for Language Modeling
Matthieu Labeau, Shay B. Cohen
- 2019 (modified: 04 Oct 2021)
- EMNLP/IJCNLP (1) 2019
- Readers: Everyone

View all 20 publications

Co-Authors

View all 36 co-authors