Pierre Colombo
- ColPali: Efficient Document Retrieval with Vision Language Models
2024/06/27 by Manuel Faysse, Hugues Sibille, Faysse, Manuel +11 · 3 voices · 40 citations
#cs.IR #cs.CL #cs.CV
- SaulLM-7B: A pioneering Large Language Model for Law
2024/03/06 by Pierre Colombo, Colombo, Pierre, Telmo Pires +22 · 1 voice · 22 citations
Computer Science · Social Sciences · #Artificial Intelligence in Law #Comparative and International Law Studies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Legal Education and Practice Innovations #cs.CL
- Tower: An Open Multilingual Large Language Model for Translation-Related Tasks
2024/02/27 by Duarte Alves, José P. Pombal, Alves, Duarte M. +21 · 34 citations
Computer Science · Materials Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning in Materials Science
- The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset
2023/03/07 by Hugo Laurençon, Lucile Saulnier, Laurençon, Hugo +104 · 14 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
- CroissantLLM: A Truly Bilingual French-English Language Model
2024/02/01 by Manuel Faysse, Faysse, Manuel, Patrick Fernandes +28 · 7 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- NL-Augmenter: A Framework for Task-Sensitive Natural Language\n Augmentation
2021/12/05 by Kaustubh Dhole, Varun Gangal, Dhole, Kaustubh D. +221 · 4 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain
2024/07/28 by Pierre Colombo, Telmo Pires, Colombo, Pierre +17 · 8 citations
Computer Science · #Natural Language Processing Techniques #Domain Adaptation and Few-Shot Learning #Speech Recognition and Synthesis
- Affect-Driven Dialog Generation
2019/04/04 by Pierre Colombo, Wojciech Witoń, Colombo, Pierre +7 · 2 citations
Computer Science · #Topic Modeling #Speech and dialogue systems #Sentiment Analysis and Opinion Mining
- EuroLLM-9B: Technical Report
2025/06/04 by Pedro Henrique Martins, João Alves, Martins, Pedro Henrique +30 · 5 citations
Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Should We Still Pretrain Encoders with Masked Language Modeling?
2025/07/01 by Hippolyte Gisserot-Boukhlef, Gisserot-Boukhlef, Hippolyte, Nicolas Boizard +13 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling