Caio Corro

Publications

Article dans une revue (3)

CroissantLLM: A Truly Bilingual French-English Language Model Manuel Faysse,Patrick Fernandes,Nuno Guerreiro,Antonio Loison,Duarte Alveset al. Transactions of Machine Learning Research, 2025 Article dans une revue hal-04574908v1
Discrete Latent Structure in Neural Networks Vlad Niculae,Caio Corro,Nikita Nangia,Tsvetomila Mihaylova,André Martins Foundations and Trends in Signal Processing, 2025, Foundations and Trends in Signal Processing, 19 (2), pp.99-211. ⟨10.1561/2000000134⟩ Article dans une revue hal-05457940v1
On Graph-based Reentrancy-free Semantic Parsing Alban Petit,Caio Corro Transactions of the Association for Computational Linguistics, 2023, 11, pp.703-722. ⟨10.1162/tacl_a_00570⟩ Article dans une revue hal-04189119v1

Communication dans un congrès (26)

KAD: A Framework for Proxy-based Test-time Alignment with Knapsack Approximation Deferral Ayoub Hammal,Pierre Zweigenbaum,Caio Corro EACL 2026 - 19th Conference of the European Chapter of the Association for Computational Linguistics, Mar 2026, Rabat, Morocco. pp.3854-3872, ⟨10.18653/v1/2026.eacl-long.179⟩ Communication dans un congrès hal-05571208v1
DocPolarBERT: A Pre-trained Model for Document Understanding with Relative Polar Coordinate Encoding of Layout Structures Benno Uthayasooriyar,Antoine Ly,Franck Vermet,Caio Corro EACL 2026 - 19th Conference of the European Chapter of the Association for Computational Linguistics, Association for Computational Linguistics, Mar 2026, Rabat, Morocco. pp.3897-3907 Communication dans un congrès hal-05571266v1
Nested Named Entity Recognition as Single-Pass Sequence Labeling Alberto Muñoz-Ortiz,David Vilares,Caio Corro,Carlos Gómez-Rodríguez EMNLP 2025 - Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics, Nov 2025, Suzhou, China. pp.9993-10002, ⟨10.18653/v1/2025.findings-emnlp.530⟩ Communication dans un congrès hal-05457961v1
Bregman Conditional Random Fields: Sequence Labeling with Parallelizable Inference Algorithms Caio Corro,Mathieu Lacroix,Joseph Le Roux ACL 2025 - 63rd Annual Meeting of the Association for Computational Linguistics, Association for Computational Linguistics, Jul 2025, Vienne, Austria. pp.29557-29574, ⟨10.18653/v1/2025.acl-long.1430⟩ Communication dans un congrès hal-05360479v1
Extraction of Contrastive Rules from Syntactic Treebanks: A Case Study in Romance Languages Santiago Herrera,Ioana-Madalina Silai,Caio Corro,Bruno Guillaume,Sylvain Kahane QUASY 2025 - Third Workshop on Quantitative Syntax, Aug 2025, Ljubljana, Slovenia. pp.26--38 Communication dans un congrès hal-05404380v1
EuroBERT: Scaling Multilingual Encoders for European Languages Nicolas Boizard,Hippolyte Gisserot-Boukhlef,Duarte M. Alves,André F T Martins,Ayoub Hammalet al. COLM 2025 - Second Conference on Language Modeling, Oct 2025, Montreal, Canada. pp.1-28 Communication dans un congrès hal-05226285v1
Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance Domain Benno Uthayasooriyar,Antoine Ly,Franck Vermet,Caio Corro Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal), Jan 2025, Abu Dabi, United Arab Emirates. pp.1-9 Communication dans un congrès hal-04877824v1
Few-Shot Domain Adaptation for Named-Entity Recognition via Joint Constrained k-Means and Subspace Selection Ayoub Hammal,Benno Uthayasooriyar,Caio Corro COLING 2025 - 31st International Conference on Computational Linguistics, Jan 2025, Abu Dhabi, United Arab Emirates. pp.9902-9916, ⟨10.48550/arxiv.2412.00426⟩ Communication dans un congrès hal-04877776v1
A Fast and Sound Tagging Method for Discontinuous Named-Entity Recognition Caio Corro EMNLP 2024 - Conference on Empirical Methods in Natural Language Processing, Nov 2024, Miami, United States. pp.19506-19518, ⟨10.18653/v1/2024.emnlp-main.1087⟩ Communication dans un congrès hal-04870964v1
Sparse Logistic Regression with High-order Features for Automatic Grammar Rule Extraction from Treebanks Santiago Herrera,Caio Corro,Sylvain Kahane Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), May 2024, Turin, Italy. ⟨10.48550/arXiv.2403.17534⟩ Communication dans un congrès hal-04701105v1
Régression logistique parcimonieuse pour l'extraction automatique de règles de grammaire Santiago Herrera,Caio Corro,Sylvain Kahane 35èmes Journées d'Études sur la Parole (JEP 2024) 31ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN 2024) 26ème Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RECITAL 2024), Jul 2024, Toulouse, France. pp.211-218 Communication dans un congrès hal-04623018v1
A dynamic programming algorithm for span-based nested named-entity recognition in O(n 2 ) Caio Corro 61st Annual Meeting of the Association for Computational Linguistics, Jul 2023, Toronto, Canada. pp.10712-10724, ⟨10.18653/v1/2023.acl-long.598⟩ Communication dans un congrès hal-04394971v1
Structural generalization in COGS: Supertagging is (almost) all you need Alban Petit,Caio Corro,François Yvon 2023 Conference on Empirical Methods in Natural Language Processing, Dec 2023, Singapour, Singapore. pp.1089-1101, ⟨10.18653/v1/2023.emnlp-main.69⟩ Communication dans un congrès hal-04382463v1
On the inconsistency of separable losses for structured prediction Caio Corro 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2023), May 2023, Dubrovnik, Croatia. pp.1491-1498, ⟨10.18653/v1/2023.eacl-main.109⟩ Communication dans un congrès hal-04394967v1
Ré-ordonnancement via programmation dynamique pour l'adaptation cross-lingue d'un analyseur en dépendances Nicolas Devatine,Caio Corro,François Yvon 29ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN 2022), Association pour le Traitement Automatique des Langues (ATALA); Laboratoire d’Informatique et Systèmes (LIS); Laboratoire Informatique d’Avignon (LIA), Jun 2022, Avignon, France. pp.183-197 Communication dans un congrès hal-03701508v1
Un algorithme d'analyse sémantique fondée sur les graphes via le problème de l'arborescence généralisée couvrante Alban Petit,Caio Corro 29e Conférence sur le Traitement Automatique des Langues Naturelles (TALN 2022), Jun 2022, Avignon, France. pp.226-235 Communication dans un congrès hal-03701482v1
GPU-Accelerated Forward-Backward Algorithm with Application to Lattice-Free MMI Lucas Ondel,Léa-Marie Lam-Yee-Mui,Martin Kocour,Caio Corro,Lukás Burget IEEE International Conference on Acoustics, Speech, and Signal Processing​, May 2022, Singapour, Singapore. pp.8417-8421, ⟨10.1109/ICASSP43922.2022.9746824⟩ Communication dans un congrès hal-03434552v1
Auto-encodeurs variationnels : contrecarrer le problème de posterior collapse grâce à la régularisation du décodeur Alban Petit,Caio Corro Traitement Automatique des Langues Naturelles, 2021, Lille, France. pp.2-10 Communication dans un congrès hal-03265886v1
Sur l'impact des contraintes structurelles pour l'analyse en dépendances profondes fondée sur les graphes Caio Corro 6e conférence conjointe Journées d'Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 2 : Traitement Automatique des Langues Naturelles, Jun 2020, Nancy, France. pp.197-204 Communication dans un congrès hal-02784768v3
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 Empirical Methods in Natural Language Processing, Nov 2020, Punta Cana (virtual), Dominican Republic. pp.2753-2764, ⟨10.18653/v1/2020.emnlp-main.219⟩ Communication dans un congrès hal-03029253v1
Learning Latent Trees with Stochastic Perturbations and Differentiable Dynamic Programming Caio Corro,Ivan Titov 57th annual meeting of Association for Computational Linguistics, Jul 2019, Florence, Italy Communication dans un congrès hal-03029255v1
Differentiable Perturb-and-Parse: Semi-Supervised Parsing with a Structured Variational Auto-Encoder Caio Corro,Ivan Titov International Conference on Learning Representations, May 2019, La Nouvelle-Orléans, United States Communication dans un congrès hal-03029254v1
Transforming Dependency Structures to LTAG Derivation Trees Caio Corro,Joseph Le Roux 13th International Workshop on Tree Adjoining Grammars and Related Formalisms (TAG+13), Sep 2017, Umea, Sweden. pp.112-121 Communication dans un congrès hal-01988871v1
Efficient Discontinuous Phrase-Structure Parsing via the Generalized Maximum Spanning Arborescence Caio Corro,Joseph Le Roux,Mathieu Lacroix 2017 Conference on Empirical Methods in Natural Language Processing, Sep 2017, Copenhagen, Denmark. pp.1644 - 1654 Communication dans un congrès hal-01988864v1
Efficient Discontinuous Phrase-Structure Parsing via the Generalized Maximum Spanning Arborescence Mathieu Lacroix,Caio Corro,Joseph Le Roux Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, Sep 2017, Copenhagen, France. pp.1644-1654, ⟨10.18653/v1/D17-1172⟩ Communication dans un congrès hal-03543973v1
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 54th Annual Meeting of the Association for Computational Linguistics, Aug 2016, Berlin, Germany Communication dans un congrès hal-01491425v1

Thèse (1)

Lagrangian Based Approaches for Lexicalized Tree Adjoining Grammar Parsing Caio Corro Data Structures and Algorithms [cs.DS]. Université Sorbonne Paris Cité, 2018. English. ⟨NNT : 2018USPCD051⟩ Thèse tel-02511403v1

Proceedings/Recueil des communications (1)

Actes de la journée d'étude sur la robustesse des systemes de TAL Caio Corro,Gaël Lejeune 2022 Proceedings/Recueil des communications hal-03853541v1

N°spécial de revue/special issue (2)

IA & économie Jean-Daniel Kant,Grégory Bonnet,Caio Corro,Dominique Longin Bulletin de l'Association Française pour l'Intelligence Artificielle, 129, pp.1-60, 2025, Association Française pour l'Intelligence Artificielle N°spécial de revue/special issue hal-05289899v1
PFIA 2025 Fatiha Saïs,Caio Corro,Gaël Lejeune,Dominique Longin Bulletin de l'Association Française pour l'Intelligence Artificielle, 130, 2025, Association Française pour l'Intelligence Artificielle N°spécial de revue/special issue hal-05480308v1

Pré-publication, Document de travail (2)

Fast and General Automatic Differentiation for Finite-State Methods Lucas Ondel Yang,Tina Raissi,Martin Kocour,Pablo Riera,Caio Corro 2026 Pré-publication, Document de travail hal-05500843v1
SaulLM-7B: A pioneering Large Language Model for Law Pierre Colombo,Telmo Pires,Malik Boudiaf,Dominic Culver,Rui Meloet al. 2024 Pré-publication, Document de travail hal-04574874v1