Caio F. Corro

According to our database, Caio F. Corro authored at least 26 papers between 2016 and 2025.

Collaborative distances:

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

2025

Few-shot domain adaptation for named-entity recognition via joint constrained k-means and subspace selection.

Ayoub Hammal, Benno Uthayasooriyar, Caio Corro

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024

Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance Domain.

Benno Uthayasooriyar, Antoine Ly, Franck Vermet, Caio Corro

CoRR, 2024

SaulLM-7B: A pioneering Large Language Model for Law.

Pierre Colombo, Telmo Pessoa Pires, Malik Boudiaf, Dominic Culver, Rui Melo, Caio Corro, André F. T. Martins, Fabrizio Esposito, Vera Lúcia Raposo, Sofia Morgado, Michael Desa

CoRR, 2024

CroissantLLM: A Truly Bilingual French-English Language Model.

Manuel Faysse, Patrick Fernandes, Nuno Miguel Guerreiro, António Loison, Duarte M. Alves, Caio F. Corro, Nicolas Boizard, João Alves, Ricardo Rei, Pedro Henrique Martins, Antoni Bigata Casademunt, François Yvon, André F. T. Martins, Gautier Viaud, Céline Hudelot, Pierre Colombo

CoRR, 2024

Régression logistique parcimonieuse pour l'extraction automatique de règles de grammaire.

Santiago Herrera, Caio Corro, Sylvain Kahane

Proceedings of the Actes de la 31ème Conférence sur le Traitement Automatique des Langues Naturelles, 2024

A Fast and Sound Tagging Method for Discontinuous Named-Entity Recognition.

Caio Corro

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Sparse Logistic Regression with High-order Features for Automatic Grammar Rule Extraction from Treebanks.

Santiago Herrera, Caio Corro, Sylvain Kahane

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

On Graph-based Reentrancy-free Semantic Parsing.

Alban Petit, Caio Corro

Trans. Assoc. Comput. Linguistics, 2023

Discrete Latent Structure in Neural Networks.

Vlad Niculae, Caio F. Corro, Nikita Nangia, Tsvetomila Mihaylova, André F. T. Martins

CoRR, 2023

Structural generalization in COGS: Supertagging is (almost) all you need.

Alban Petit, Caio F. Corro, François Yvon

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

On the inconsistency of separable losses for structured prediction.

Caio Corro

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

A dynamic programming algorithm for span-based nested named-entity recognition in O(n²).

Caio Corro

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

A dynamic programming algorithm for span-based nested named-entity recognition in O(n^2).

Caio Corro

CoRR, 2022

Un algorithme d'analyse sémantique fondée sur les graphes via le problème de l'arborescence généralisée couvrante (A graph-based semantic parsing algorithm via the generalized spanning arborescence problem).

Alban Petit, Caio Corro

Proceedings of the Actes de la 29e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale, 2022

Ré-ordonnancement via programmation dynamique pour l'adaptation cross-lingue d'un analyseur en dépendances (Sentence reordering via dynamic programming for cross-lingual dependency parsing ).

Nicolas Devatine, Caio F. Corro, François Yvon

Proceedings of the Actes de la 29e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale, 2022

GPU-Accelerated Forward-Backward Algorithm with Application to Lattice-Free MMI.

Lucas Ondel, Léa-Marie Lam-Yee-Mui, Martin Kocour, Caio Filippo Corro, Lukás Burget

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Preventing posterior collapse in variational autoencoders for text generation via decoder regularization.

Alban Petit, Caio Corro

CoRR, 2021

Auto-encodeurs variationnels : contrecarrer le problème de posterior collapse grâce à la régularisation du décodeur (Variational auto-encoders : prevent posterior collapse via decoder regularization).

Alban Petit, Caio Corro

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

2020

Sur l'impact des contraintes structurelles pour l'analyse en dépendances profondes fondée sur les graphes (On the impact of structural constraints for graph-based deep dependency parsing).

Caio Corro

Proceedings of the Actes de la 6e conférence conjointe Journées d'Études sur la Parole (JEP, 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

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

2019

Differentiable Perturb-and-Parse: Semi-Supervised Parsing with a Structured Variational Autoencoder.

Caio Corro, Ivan Titov

Proceedings of the 7th International Conference on Learning Representations, 2019

Learning Latent Trees with Stochastic Perturbations and Differentiable Dynamic Programming.

Caio Corro, Ivan Titov

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Lagrangian Based Approaches for Lexicalized Tree Adjoining Grammar Parsing. (Approches fondées sur la relaxation Lagrangienne pour l'analyse syntaxique avec grammaires d'arbres adjoints).

Caio Corro

PhD thesis, 2018

2017

Transforming Dependency Structures to LTAG Derivation Trees.

Caio Corro, Joseph Le Roux

Proceedings of the 13th International Workshop on Tree Adjoining Grammars and Related Formalisms, 2017

Efficient Discontinuous Phrase-Structure Parsing via the Generalized Maximum Spanning Arborescence.

Caio Corro, Joseph Le Roux, Mathieu Lacroix

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

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

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016