| Bloom: A 176b-parameter open-access multilingual language model T Le Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ... | 1801 | 2023 |
| CamemBERT: a Tasty French Language Model L Martin, B Muller, PJ Ortiz Suárez, Y Dupont, L Romary, ... Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020 | 1329 | 2020 |
| Asynchronous Pipeline for Processing Huge Corpora on Medium to Low Resource Infrastructures PJ Ortiz Suárez, B Sagot, L Romary 7th Workshop on the Challenges in the Management of Large Corpora, 2019 | 511* | 2019 |
| Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets J Kreutzer, I Caswell, L Wang, A Wahab, D van Esch, N Ulzii-Orshikh, ... Transactions of the Association for Computational Linguistics 10, 50-72, 2022 | 299* | 2022 |
| A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource Languages PJ Ortiz Suárez, L Romary, B Sagot Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020 | 253* | 2020 |
| Towards a Cleaner Document-Oriented Multilingual Crawled Corpus. arXiv eprints, page J Abadji, P Ortiz Suarez, L Romary, B Sagot arXiv preprint arXiv:2201.06642, 2022 | 193 | 2022 |
| The bigscience roots corpus: A 1.6 tb composite multilingual dataset H Laurençon, L Saulnier, T Wang, C Akiki, A Villanova del Moral, ... Advances in Neural Information Processing Systems 35, 31809-31826, 2022 | 192 | 2022 |
| Ungoliant: An optimized pipeline for the generation of a very large-scale multilingual web corpus J Abadji, PJO Suárez, L Romary, B Sagot CMLC 2021-9th Workshop on Challenges in the Management of Large Corpora, 2021 | 69 | 2021 |
| Building a user-generated content north-african arabizi treebank: Tackling hell D Seddah, F Essaidi, A Fethi, M Futeral, B Muller, PJ Ortiz Suárez, ... Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020 | 54 | 2020 |
| Tokenizer choice for llm training: Negligible or crucial? M Ali, M Fromm, K Thellmann, R Rutmann, M Lübbering, J Leveling, ... Findings of the Association for Computational Linguistics: NAACL 2024, 3907-3924, 2024 | 28 | 2024 |
| Establishing a New State-of-the-Art for French Named Entity Recognition PJ Ortiz Suárez, Y Dupont, B Muller, L Romary, B Sagot Proceedings of The 12th Language Resources and Evaluation Conference, 4631–4638, 2020 | 26* | 2020 |
| Documenting Geographically and Contextually Diverse Data Sources: The BigScience Catalogue of Language Data and Resources A McMillan-Major, Z Alyafeai, S Biderman, K Chen, F De Toni, G Dupont, ... arXiv preprint arXiv:2201.10066, 2022 | 19 | 2022 |
| From FreEM to D'AlemBERT: a Large Corpus and a Language Model for Early Modern French S Gabay, P Ortiz Suarez, A Bartz, A Chagué, R Bawden, P Gambette, ... arXiv preprint arXiv:2202.09452, 2022 | 16 | 2022 |
| Automatic extraction of materials and properties from superconductors scientific literature L Foppiano, PB Castro, P Ortiz Suarez, K Terashima, Y Takano, M Ishii Science and Technology of Advanced Materials: Methods 3 (1), 2153633, 2023 | 15 | 2023 |
| Perplexed by quality: A perplexity-based method for adult and harmful content detection in multilingual heterogeneous web data T Jansen, Y Tong, V Zevallos, PO Suarez arXiv preprint arXiv:2212.10440, 2022 | 14 | 2022 |
| Bertrade: Using contextual embeddings to parse old french L Grobol, M Regnault, PO Suarez, B Sagot, L Romary, B Crabbé 13th Language Resources and Evaluation Conference, 2022 | 11 | 2022 |
| Les modèles de langue contextuels Camembert pour le français: impact de la taille et de l'hétérogénéité des données d'entrainement L Martin, B Muller, PJ Ortiz Suárez, Y Dupont, L Romary, E Clergerie, ... Actes de la 6e conférence conjointe Journées d'Études sur la Parole (JEP …, 2020 | 11 | 2020 |
| SinNer@CLEF-HIPE2020: Sinful Adaptation of SotA models for Named Entity Recognition in Historical French and German Newspapers PJ Ortiz Suárez, Y Dupont, G Lejeune, T Tian CLEF 2020 Working Notes 2696, 2020 | 8* | 2020 |
| Semi-automatic staging area for high-quality structured data extraction from scientific literature L Foppiano, T Mato, K Terashima, P Ortiz Suarez, T Tou, C Sakai, ... Science and Technology of Advanced Materials: Methods 3 (1), 2286219, 2023 | 3 | 2023 |
| French Contextualized Word-Embeddings with a sip of CaBeRnet: a New French Balanced Reference Corpus M Popa-Fabre, PJ Ortiz Suárez, B Sagot, ÉV de la Clergerie Proceedings of the 8th Workshop on Challenges in the Management of Large …, 2020 | 3 | 2020 |
Benoît SagotDirecteur de recherches at Inria, head of the ALMAnaCH teamEmail được xác minh tại inria.fr