Caio Corro

30
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Publications

Publications

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CroissantLLM: A Truly Bilingual French-English Language Model

Manuel Faysse , Patrick Fernandes , Nuno Guerreiro , Antonio Loison , Duarte Alves et al.

Transactions of Machine Learning Research, 2025

Article dans une revue hal-04574908v1
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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
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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
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EuroBERT: Scaling Multilingual Encoders for European Languages

Nicolas Boizard , Hippolyte Gisserot-Boukhlef , Duarte M. Alves , André F T Martins , Ayoub Hammal et al.

COLM 2025 - Second Conference on Language Modeling, Oct 2025, Montreal, Canada. pp.1-28

Communication dans un congrès hal-05226285v1
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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
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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
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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
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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
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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
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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 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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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

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
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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
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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
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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