Hugo Laurençon

18 papers A* 3Journal 13Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Gaia2: Benchmarking LLM Agents on Dynamic and Asynchronous Environments. CoRR Romain Froger, Pierre Andrews, Matteo Bettini, Amar Budhiraja, Ricardo Silveira Cabral, Virginie Do, Emilien Garreau, Jean-Baptiste Gaya, Hugo Laurençon, Maxime Lecanu, Kunal Malkan, Dheeraj Mekala, Pierre Ménard, Gerard Moreno-Torres Bertran, Ulyana Piterbarg, Mikhail Plekhanov, Mathieu Rita, Andrey Rusakov, Vladislav Vorotilov, Mengjue Wang, Ian Yu, Amine Benhalloum, Grégoire Mialon, Thomas Scialom
2025	J	`jnl`	ARE: Scaling Up Agent Environments and Evaluations. CoRR Pierre Andrews, Amine Benhalloum, Gerard Moreno-Torres Bertran, Matteo Bettini, Amar Budhiraja, Ricardo Silveira Cabral, Virginie Do, Romain Froger, Emilien Garreau, Jean-Baptiste Gaya, Hugo Laurençon, Maxime Lecanu, Kunal Malkan, Dheeraj Mekala, Pierre Ménard, Grégoire Mialon, Ulyana Piterbarg, Mikhail Plekhanov, Mathieu Rita, Andrey Rusakov, Thomas Scialom, Vladislav Vorotilov, Mengjue Wang, Ian Yu
2025	—	`—`	Foundation Vision-Language models. (Modèles Vision et Langage multimodaux de fondation). Hugo Laurençon
2024	J	`jnl`	Building and better understanding vision-language models: insights and future directions. CoRR Hugo Laurençon, Andrés Marafioti, Victor Sanh, Léo Tronchon
2024	J	`jnl`	Continuous Time Continuous Space Homeostatic Reinforcement Learning (CTCS-HRRL) : Towards Biological Self-Autonomous Agent. CoRR Hugo Laurençon, Yesoda Bhargava, Riddhi Zantye, Charbel-Raphaël Ségerie, Johann Lussange, Veeky Baths, Boris Gutkin
2024	J	`jnl`	Unlocking the conversion of Web Screenshots into HTML Code with the WebSight Dataset. CoRR Hugo Laurençon, Léo Tronchon, Victor Sanh
2024	A*	`conf`	What matters when building vision-language models? NeurIPS Hugo Laurençon, Léo Tronchon, Matthieu Cord, Victor Sanh
2024	J	`jnl`	What matters when building vision-language models? CoRR Hugo Laurençon, Léo Tronchon, Matthieu Cord, Victor Sanh
2023	J	`jnl`	CALM : A Multi-task Benchmark for Comprehensive Assessment of Language Model Bias. CoRR Vipul Gupta, Pranav Narayanan Venkit, Hugo Laurençon, Shomir Wilson, Rebecca J. Passonneau
2023	A*	`conf`	OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents. NeurIPS Hugo Laurençon, Lucile Saulnier, Léo Tronchon, Stas Bekman, Amanpreet Singh, Anton Lozhkov, Thomas Wang, Siddharth Karamcheti, Alexander M. Rush, Douwe Kiela, Matthieu Cord, Victor Sanh
2023	J	`jnl`	OBELISC: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents. CoRR Hugo Laurençon, Lucile Saulnier, Léo Tronchon, Stas Bekman, Amanpreet Singh, Anton Lozhkov, Thomas Wang, Siddharth Karamcheti, Alexander M. Rush, Douwe Kiela, Matthieu Cord, Victor Sanh
2023	J	`jnl`	The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset. CoRR Hugo Laurençon, Lucile Saulnier, Thomas Wang, Christopher Akiki, Albert Villanova del Moral, Teven Le Scao, Leandro von Werra, Chenghao Mou, Eduardo González Ponferrada, Huu Nguyen, Jörg Frohberg, Mario Sasko, Quentin Lhoest, Angelina McMillan-Major, Gérard Dupont, Stella Biderman, Anna Rogers, Loubna Ben Allal, Francesco De Toni, Giada Pistilli, Olivier Nguyen, Somaieh Nikpoor, Maraim Masoud, Pierre Colombo, Javier de la Rosa, Paulo Villegas, Tristan Thrush, Shayne Longpre, Sebastian Nagel, Leon Weber, Manuel Muñoz, Jian Zhu, Daniel van Strien, Zaid Alyafeai, Khalid Almubarak, Minh Chien Vu, Itziar Gonzalez-Dios, Aitor Soroa, Kyle Lo, Manan Dey, Pedro Ortiz Suarez, Aaron Gokaslan, Shamik Bose, David Ifeoluwa Adelani, Long Phan, Hieu Tran, Ian Yu, Suhas Pai, Jenny Chim, Violette Lepercq, Suzana Ilic, Margaret Mitchell, Sasha Luccioni, Yacine Jernite
2023	—	`conf`	The ROOTS Search Tool: Data Transparency for LLMs. ACL (demo) Aleksandra Piktus, Christopher Akiki, Paulo Villegas, Hugo Laurençon, Gérard Dupont, Sasha Luccioni, Yacine Jernite, Anna Rogers
2023	J	`jnl`	The ROOTS Search Tool: Data Transparency for LLMs. CoRR Aleksandra Piktus, Christopher Akiki, Paulo Villegas, Hugo Laurençon, Gérard Dupont, Alexandra Sasha Luccioni, Yacine Jernite, Anna Rogers
2022	J	`jnl`	DP-Parse: Finding Word Boundaries from Raw Speech with an Instance Lexicon. CoRR Robin Algayres, Tristan Ricoul, Julien Karadayi, Hugo Laurençon, Mohamed Salah Zaïem, Abdelrahman Mohamed, Benoît Sagot, Emmanuel Dupoux
2022	J	`jnl`	DP-Parse: Finding Word Boundaries from Raw Speech with an Instance Lexicon. Trans. Assoc. Comput. Linguistics Robin Algayres, Tristan Ricoul, Julien Karadayi, Hugo Laurençon, Mohamed Salah Zaïem, Abdelrahman Mohamed, Benoît Sagot, Emmanuel Dupoux
2022	A*	`conf`	The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset. NeurIPS Hugo Laurençon, Lucile Saulnier, Thomas Wang, Christopher Akiki, Albert Villanova del Moral, Teven Le Scao, Leandro von Werra, Chenghao Mou, Eduardo González Ponferrada, Huu Nguyen, Jörg Frohberg, Mario Sasko, Quentin Lhoest, Angelina McMillan-Major, Gérard Dupont, Stella Biderman, Anna Rogers, Loubna Ben Allal, Francesco De Toni, Giada Pistilli, Olivier Nguyen, Somaieh Nikpoor, Maraim Masoud, Pierre Colombo, Javier de la Rosa, Paulo Villegas, Tristan Thrush, Shayne Longpre, Sebastian Nagel, Leon Weber, Manuel Muñoz, Jian Zhu, Daniel van Strien, Zaid Alyafeai, Khalid Almubarak, Minh Chien Vu, Itziar Gonzalez-Dios, Aitor Soroa, Kyle Lo, Manan Dey, Pedro Ortiz Suarez, Aaron Gokaslan, Shamik Bose, David Ifeoluwa Adelani, Long Phan, Hieu Tran, Ian Yu, Suhas Pai, Jenny Chim, Violette Lepercq, Suzana Ilic, Margaret Mitchell, Alexandra Sasha Luccioni, Yacine Jernite
2021	J	`jnl`	Continuous Homeostatic Reinforcement Learning for Self-Regulated Autonomous Agents. CoRR Hugo Laurençon, Charbel-Raphaël Ségerie, Johann Lussange, Boris S. Gutkin