Papers
Preprints
- Discrete Latent Structure in Neural Networks
Vlad Niculae, Caio F. Corro, Nikita Nangia, Tsvetomila Mihaylova, André F. T. Martins book
Publications
2023
- Structural generalization in COGS: Supertagging is (almost) all you need
Alban Petit, Caio Corro, François Yvon EMNLP 2023 - Conference on Empirical Methods in Natural Language Processing paper
- A dynamic programming algorithm for span-based nested named-entity recognition in \(\mathcal O(n^2)\)
Caio Corro ACL 2023 - Annual Meeting of the Association for Computational Linguistics paper
- On graph-based reentrancy-free semantic parsing
Alban Petit, Caio Corro TACL 2023 - Transactions of the Association for Computational Linguistics paper
- On the inconsistency of separable losses for structured prediction
Caio Corro EACL 2023 - European Chapter of the Association for Computational Linguistics paper
2022
- Actes de la journée d’étude sur la robustesse des systemes de TAL (Robustal 2022)
Caio Corro, Gaël Lejeune proceedings
- 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 paper
- 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 paper - slides
- 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
2021
- 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
2020
- 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 - 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
2019
- 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
2018
- Lagrangian Based Approaches for Lexicalized Tree Adjoining Grammar Parsing
Caio Corro PhD thesis pdf - slides
2017
- Efficient Discontinuous Phrase-Structure Parsing via the Generalized Maximum Spanning Arborescence
Caio Corro, Joseph Le Roux, Mathieu Lacroix EMNLP 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
2016
- 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 ROADEF 2016 link
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