| Transformers: State-of-the-art natural language processing T Wolf, L Debut, V Sanh, J Chaumond, C Delangue, A Moi, P Cistac, ... Proceedings of the 2020 conference on empirical methods in natural language …, 2020 | 5680 | 2020 |
| Huggingface's transformers: State-of-the-art natural language processing T Wolf arXiv preprint arXiv:1910.03771, 2019 | 3381 | 2019 |
| Character-aware neural language models Y Kim, Y Jernite, D Sontag, A Rush Proceedings of the AAAI conference on artificial intelligence 30 (1), 2016 | 2215 | 2016 |
| Bloom: A 176b-parameter open-access multilingual language model T Le Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ... | 1628 | 2023 |
| Starcoder: may the source be with you! R Li, LB Allal, Y Zi, N Muennighoff, D Kocetkov, C Mou, M Marone, C Akiki, ... arXiv preprint arXiv:2305.06161, 2023 | 722 | 2023 |
| ELI5: Long form question answering A Fan, Y Jernite, E Perez, D Grangier, J Weston, M Auli arXiv preprint arXiv:1907.09190, 2019 | 533 | 2019 |
| KILT: a benchmark for knowledge intensive language tasks F Petroni, A Piktus, A Fan, P Lewis, M Yazdani, N De Cao, J Thorne, ... arXiv preprint arXiv:2009.02252, 2020 | 501 | 2020 |
| Creating an automated trigger for sepsis clinical decision support at emergency department triage using machine learning S Horng, DA Sontag, Y Halpern, Y Jernite, NI Shapiro, LA Nathanson PloS one 12 (4), e0174708, 2017 | 306 | 2017 |
| Datasets: A community library for natural language processing Q Lhoest, AV Del Moral, Y Jernite, A Thakur, P Von Platen, S Patil, ... arXiv preprint arXiv:2109.02846, 2021 | 276 | 2021 |
| Lysandre Debut, Stas Bekman, Pierric Cistac, Thibault Goehringer, Victor Mustar, François Lagunas, Alexander Rush, and Thomas Wolf. 2021. Datasets: A community library for … Q Lhoest, AV Del Moral, Y Jernite, A Thakur, P Von Platen, S Patil, ... Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021 | 259 | 2021 |
| The stack: 3 tb of permissively licensed source code D Kocetkov, R Li, LB Allal, J Li, C Mou, CM Ferrandis, Y Jernite, M Mitchell, ... arXiv preprint arXiv:2211.15533, 2022 | 243 | 2022 |
| SantaCoder: don't reach for the stars! LB Allal, R Li, D Kocetkov, C Mou, C Akiki, CM Ferrandis, N Muennighoff, ... arXiv preprint arXiv:2301.03988, 2023 | 205 | 2023 |
| 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 | 170 | 2022 |
| The gem benchmark: Natural language generation, its evaluation and metrics S Gehrmann, T Adewumi, K Aggarwal, PS Ammanamanchi, ... arXiv preprint arXiv:2102.01672, 2021 | 152 | 2021 |
| Starcoder 2 and the stack v2: The next generation A Lozhkov, R Li, LB Allal, F Cassano, J Lamy-Poirier, N Tazi, A Tang, ... arXiv preprint arXiv:2402.19173, 2024 | 142 | 2024 |
| Stable bias: Analyzing societal representations in diffusion models AS Luccioni, C Akiki, M Mitchell, Y Jernite arXiv preprint arXiv:2303.11408, 2023 | 140 | 2023 |
| 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 | 136 | 2022 |
| Power hungry processing: Watts driving the cost of AI deployment? S Luccioni, Y Jernite, E Strubell The 2024 ACM Conference on Fairness, Accountability, and Transparency, 85-99, 2024 | 126 | 2024 |
| Discourse-based objectives for fast unsupervised sentence representation learning Y Jernite, SR Bowman, D Sontag arXiv preprint arXiv:1705.00557, 2017 | 114 | 2017 |
| Nisansa de Silva J Kreutzer, I Caswell, L Wang, A Wahab, D Van Esch, N Ulzii-Orshikh, ... Sakine Çabuk Ballı, Stella Biderman, Alessia Battisti, Ahmed Baruwa, Ankur …, 2022 | 102 | 2022 |
David SontagProfessor, Massachusetts Institute of TechnologyVerified email at csail.mit.edu
