Laurençon, Hugo

The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset

Laurençon, H., Saulnier, L., Wang, T., Akiki, C., del Moral, A. V., Scao, T. L., Von Werra, L., Mou, C., Ponferrada, E. G., Nguyen, H., et al. (2023) · arXiv

Natural Language Processing TechniquesTopic Modeling

Cited by 93

OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents

Laurençon, H., Saulnier, L., Tronchon, L., Bekman, S., Singh, A., Lozhkov, A., Wang, T., Karamcheti, S., Rush, A. M., Kiela, D., et al. (2023) · arXiv

Multimodal Machine Learning ApplicationsHandwritten Text Recognition Techniques

Cited by 72

What matters when building vision-language models?

Laurençon, H., Tronchon, L., Cord, M., & Sanh, V. (2024) · Advances in Neural Information Processing Systems 37

Multimodal Machine Learning ApplicationsAdvanced Neural Network Applications

Cited by 66

Unlocking the conversion of Web Screenshots into HTML Code with the WebSight Dataset

Laurençon, H., Tronchon, L., & Sanh, V. (2024) · arXiv

Multimodal Machine Learning ApplicationsSoftware Engineering Research

Cited by 2

Gaia2: Benchmarking LLM Agents on Dynamic and Asynchronous Environments

Froger, R., Andrews, P., Bettini, M., Budhiraja, A., Cabral, R. S., Do, V., Garreau, E., Gaya, J.-B., Laurençon, H., Lecanu, M., et al. (2026) · arXiv

Artificial Intelligence ApplicationsAI-based Problem Solving and Planning

Cited by 0