Caio Filippo Corro

Publications

Un algorithme d'analyse sémantique fondée sur les graphes via le problème de l'arborescence généralisée couvrante
Alban Petit, Caio Corro
TALN 2022 - Conférence sur le Traitement Automatique des Langues Naturelles
Ré-ordonnancement via programmation dynamique pour l'adaptation cross-lingue d'un analyseur en dépendances
Nicolas Devatine, Caio Corro, François Yvon
TALN 2022 - Conférence sur le Traitement Automatique des Langues Naturelles
GPU-Accelerated Forward-Backward algorithm with Application to Lattice-Free MMI
Lucas Ondel, Léa-Marie Lam-Yee-Mui, Martin Kocour, Caio Filippo Corro, Lukáš Burget
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing
[paper]
Preventing posterior collapse in variational autoencoders for text generation via decoder regularization
Alban Petit, Caio Corro
NeurIPS 2021 Workshop on Deep Generative Models and Downstream Applications
[paper]
Auto-encodeurs variationnels : contrecarrer le problème de posterior collapse grâce à la régularisation du décodeur
Alban Petit, Caio Corro
TALN 2021 - Conférence sur le Traitement Automatique des Langues Naturelles
[paper]
Span-based discontinuous constituency parsing: a family of exact chart-based algorithms with time complexities from O(n^6) down to O(n^3)
Caio Corro
EMNLP 2020 - Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing
[paper]
Sur l'impact des contraintes structurelles pour l'analyse en dépendances profondes fondée sur les graphes
Caio Corro
TALN 2020 - Conférence sur le Traitement Automatique des Langues Naturelles
[paper] [code]
Learning Latent Trees with Stochastic Perturbations and Differentiable Dynamic Programming
Caio Corro, Ivan Titov
ACL 2019 - Annual Meeting of the Association for Computational Linguistics
[paper] [poster (landscape)] [poster (portrait)]
Differentiable Perturb-and-Parse: Semi-Supervised Parsing with a Structured Variational Autoencoder
Caio Corro, Ivan Titov
ICLR 2019 - Seventh International Conference on Learning Representations
[paper] [poster]
Lagrangian Based Approaches for Lexicalized Tree Adjoining Grammar Parsing
Caio Corro
PhD thesis
[pdf] [slides]
Efficient Discontinuous Phrase-Structure Parsing via the Generalized Maximum Spanning Arborescence
Caio Corro, Joseph Le Roux, Mathieu Lacroix
EMNLP 2017 - Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing
[paper] [poster]
Transforming Dependency Structures to LTAG Derivation Trees
Caio Corro, Joseph Le Roux
TAG+ 2017 - 13th International Workshop on Tree-Adjoining Grammar and Related Formalisms
[paper] [slides]
Dependency Parsing with Bounded Block Degree and Well-nestedness via Lagrangian Relaxation and Branch-and-Bound
Caio Corro, Joseph Le Roux, Mathieu Lacroix, Antoine Rozenknop, Roberto Wolfler Calvo
ACL 2016 - Annual Meeting of the Association for Computational Linguistics
[paper] [slides]
Méthode lagrangienne pour les arborescences couvrantes avec application en traitement automatique des langues
Caio Corro, Joseph Le Roux, Mathieu Lacroix, Antoine Rozenknop, Roberto Wolfler Calvo
Conférence ROADEF 2016
[link]