Laurençon, Hugo
- BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
2022/11/09 by Workshop, BigScience, :, Scao, Teven Le +391 · 109 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents
2023/06/21 by Hugo Laurençon, Laurençon, Hugo, Lucile Saulnier +22 · 1 voice · 34 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.CV #cs.IR
- What matters when building vision-language models?
2024/05/03 by Hugo Laurençon, Léo Tronchon, Laurençon, Hugo +5 · 62 citations
Computer Science · #Semantic Web and Ontologies
- Unlocking the conversion of Web Screenshots into HTML Code with the WebSight Dataset
2024/03/14 by Hugo Laurençon, Léo Tronchon, Laurençon, Hugo +3 · 31 citations
Computer Science · #Web Data Mining and Analysis #Mobile and Web Applications
- Building and better understanding vision-language models: insights and future directions
2024/08/22 by Laurençon, Hugo, Marafioti, Andrés, Sanh, Victor +1 · 33 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 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
- The ROOTS Search Tool: Data Transparency for LLMs
2023/02/27 by Aleksandra Piktus, Piktus, Aleksandra, Christopher Akiki +13 · 3 citations
Decision Sciences · Computer Science · #Data Quality and Management #Natural Language Processing Techniques #Semantic Web and Ontologies
- CALM : A Multi-task Benchmark for Comprehensive Assessment of Language Model Bias
2023/08/24 by Gupta, Vipul, Venkit, Pranav Narayanan, Laurençon, Hugo +2 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- DP-Parse: Finding Word Boundaries from Raw Speech with an Instance Lexicon
2022/06/22 by Robin Algayres, Algayres, Robin, Tristan Ricoul +13 · 2 citations
Computer Science · #Speech Recognition and Synthesis #Natural Language Processing Techniques #Topic Modeling
- ARE: Scaling Up Agent Environments and Evaluations
2025/09/21 by Romain Froger, Froger, Romain, Pierre Andrews +44 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation