Caio Corro
Caio Corro has 3 papers in our library, in 2025–2026, most of them on Language models & pretraining, Information extraction, Multilingual & cross-lingual NLP; often with André F. T. Martins, Celine Hudelot, Duarte M. Alves.
OpenAlex · ORCID · h-index 7 · 58 works · 145 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 186 times in our library · 4 more in our library without a page yet · ⭐ Paper Stars ranking: #8296
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksComputer Vision and Pattern Recognition · 3 worksLanguage and Linguistics · 3 works
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 1 workMultilingual & cross-lingual NLP · 1 workInformation extraction · 1 work
Works by year
2020s
Papers
- EuroBERT: Scaling Multilingual Encoders for European Languages (2025 · 34 citations)
Bidirectional encoders still power most retrieval, classification and regression systems, but recent modeling progress has mostly gone into decoder-only LLMs. - A Study on Building Efficient Zero-Shot Relation Extraction Models (2026)
Zero-shot relation extraction (RE) labels the link between two entity mentions using only textual side-information about relation types, such as names, aliases and descriptions, instead of annotated examples. - DocPolarBERT: A Pre-trained Model for Document Understanding with Relative Polar Coordinate Encoding of Layout Structures (2026)
Layout-aware encoders for document understanding (forms, receipts, invoices) usually add absolute 2D bounding-box embeddings to a BERT-style model, sometimes with Cartesian relative biases in attention.
All works
- SaulLM-7B: A pioneering Large Language Model for Law ↗arXiv:2403.03883 · no summary yetPierre Colombo et al.2024 · 119 citations
- CroissantLLM: A Truly Bilingual French-English Language Model ↗arXiv:2402.00786 · no summary yetManuel Faysse et al.2024 · 59 citations
- EuroBERT: Scaling Multilingual Encoders for European LanguagesarXiv:2503.05500Nicolas Boizard, Hippolyte Gisserot-Boukhlef, Duarte M. Alves, et al.2025 · 34 citations
- A Study on Building Efficient Zero-Shot Relation Extraction ModelsLanguage Resources and Evaluation Conference (LREC)Hugo THOMAS, Caio Corro, Guillaume Gravier, et al.2026
- DocPolarBERT: A Pre-trained Model for Document Understanding with Relative Polar Coordinate Encoding of Layout StructuresConference of the European Chapter of the Association for Computational Linguistics (EACL)Benno Uthayasooriyar, Antoine Ly, Franck Vermet, et al.2026
- Régression logistique parcimonieuse pour l'extraction automatique de règles de grammaire ↗Actes de la 31ème Conférence sur le Traitement Automatique des Langues Naturelles, volume 1 : articles longs et prises de position · no summary yetSantiago Herrera, Caio Corro, Sylvain Kahane2024
- 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) ↗Actes de la 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 · no summary yetCorro, Caio2020
Co-authors here
Venues
- Conference of the European Chapter of the Association for Computational Linguistics (EACL): EACL 2026
- Language Resources and Evaluation Conference (LREC): LREC 2026
- Actes de la 31ème Conférence sur le Traitement Automatique des Langues Naturelles, volume 1 : articles longs et prises de position
- Actes de la 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
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