| 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 | 2505 | 2020 |
| Character-aware neural language models Y Kim, Y Jernite, D Sontag, A Rush Proceedings of the AAAI conference on artificial intelligence 30 (1), 2016 | 1979 | 2016 |
| Huggingface's transformers: State-of-the-art natural language processing T Wolf, L Debut, V Sanh, J Chaumond, C Delangue, A Moi, P Cistac, ... arXiv preprint arXiv:1910.03771, 2019 | 1862 | 2019 |
| 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 | 244 | 2017 |
| 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 | 241 | 2020 |
| ELI5: Long form question answering A Fan, Y Jernite, E Perez, D Grangier, J Weston, M Auli arXiv preprint arXiv:1907.09190, 2019 | 230 | 2019 |
| Bloom: A 176b-parameter open-access multilingual language model TL Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ... arXiv preprint arXiv:2211.05100, 2022 | 204 | 2022 |
| 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 | 107 | 2021 |
| Discourse-based objectives for fast unsupervised sentence representation learning Y Jernite, SR Bowman, D Sontag arXiv preprint arXiv:1705.00557, 2017 | 95 | 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 | 89 | 2021 |
| The gem benchmark: Natural language generation, its evaluation and metrics S Gehrmann, T Adewumi, K Aggarwal, PS Ammanamanchi, ... arXiv preprint arXiv:2102.01672, 2021 | 88 | 2021 |
| 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 | 70 | 2022 |
| Variable computation in recurrent neural networks Y Jernite, E Grave, A Joulin, T Mikolov arXiv preprint arXiv:1611.06188, 2016 | 61 | 2016 |
| Huggingface’s transformers: State-of-the-art natural language processing. arXiv T Wolf, L Debut, V Sanh, J Chaumond, C Delangue, A Moi, P Cistac, ... arXiv preprint arXiv:1910.03771, 2019 | 54 | 2019 |
| Simultaneous learning of trees and representations for extreme classification and density estimation Y Jernite, A Choromanska, D Sontag International Conference on Machine Learning, 1665-1674, 2017 | 36 | 2017 |
| Discovering hidden variables in noisy-or networks using quartet tests Y Jernite, Y Halpern, D Sontag Advances in Neural Information Processing Systems 26, 2013 | 35 | 2013 |
| The random subgraph model for the analysis of an ecclesiastical network in Merovingian Gaul Y Jernite, P Latouche, C Bouveyron, P Rivera, L Jegou, S Lamassé | 34 | 2014 |
| Craftassist: A framework for dialogue-enabled interactive agents J Gray, K Srinet, Y Jernite, H Yu, Z Chen, D Guo, S Goyal, CL Zitnick, ... arXiv preprint arXiv:1907.08584, 2019 | 25 | 2019 |
| A fast variational approach for learning markov random field language models Y Jernite, A Rush, D Sontag International Conference on Machine Learning, 2209-2217, 2015 | 25 | 2015 |
| Grounded recurrent neural networks A Vani, Y Jernite, D Sontag arXiv preprint arXiv:1705.08557, 2017 | 23 | 2017 |
David SontagProfessor, Massachusetts Institute of TechnologyVerified email at csail.mit.edu
