From tweets to polls: Linking text sentiment to public opinion time series B O'Connor, R Balasubramanyan, BR Routledge, NA Smith ICWSM, 122-129, 2010 | 2830 | 2010 |
Don't stop pretraining: adapt language models to domains and tasks S Gururangan, A Marasović, S Swayamdipta, K Lo, I Beltagy, D Downey, ... ACL 2020, 2020 | 2073 | 2020 |
Green AI R Schwartz, J Dodge, NA Smith, O Etzioni arXiv preprint arXiv:1907.10597, 2019 | 1359 | 2019 |
Part-of-speech tagging for Twitter: Annotation, features, and experiments K Gimpel, N Schneider, B O'Connor, D Das, D Mills, J Eisenstein, ... Proceedings of the 49th Annual Meeting of the Association for Computational …, 2011 | 1325 | 2011 |
Annotation artifacts in natural language inference data S Gururangan, S Swayamdipta, O Levy, R Schwartz, SR Bowman, ... NAACL, 2018 | 1172 | 2018 |
A simple, fast, and effective reparameterization of IBM model 2 C Dyer, V Chahuneau, NA Smith NAACL 2013, 2013 | 1158 | 2013 |
Retrofitting word vectors to semantic lexicons M Faruqui, J Dodge, SK Jauhar, C Dyer, E Hovy, NA Smith NAACL, 2015 | 1137 | 2015 |
Self-instruct: Aligning language models with self-generated instructions Y Wang, Y Kordi, S Mishra, A Liu, NA Smith, D Khashabi, H Hajishirzi arXiv preprint arXiv:2212.10560, 2022 | 1116 | 2022 |
Transition-based dependency parsing with stack long short-term memory C Dyer, M Ballesteros, W Ling, A Matthews, NA Smith ACL 2015, 2015 | 1022 | 2015 |
Improved part-of-speech tagging for online conversational text with word clusters O Owoputi, B O'Connor, C Dyer, K Gimpel, N Schneider, NA Smith Human Language Technologies: Conference of the North American Chapter of the …, 2013 | 952 | 2013 |
A latent variable model for geographic lexical variation J Eisenstein, B O’Connor, NA Smith, E Xing Proceedings of the 2010 conference on empirical methods in natural language …, 2010 | 917 | 2010 |
Atomic: An atlas of machine commonsense for if-then reasoning M Sap, R Le Bras, E Allaway, C Bhagavatula, N Lourie, H Rashkin, ... Proceedings of the AAAI conference on artificial intelligence 33 (01), 3027-3035, 2019 | 903 | 2019 |
The risk of racial bias in hate speech detection M Sap, D Card, S Gabriel, Y Choi, NA Smith Proceedings of the 57th annual meeting of the association for computational …, 2019 | 878 | 2019 |
The web as a parallel corpus P Resnik, NA Smith Computational Linguistics 29 (3), 349-380, 2003 | 845 | 2003 |
Realtoxicityprompts: Evaluating neural toxic degeneration in language models S Gehman, S Gururangan, M Sap, Y Choi, NA Smith arXiv preprint arXiv:2009.11462, 2020 | 833 | 2020 |
Is Attention Interpretable? S Serrano, NA Smith Proceedings of the 57th Conference of the Association for Computational …, 2019 | 787 | 2019 |
Linguistic knowledge and transferability of contextual representations NF Liu, M Gardner, Y Belinkov, M Peters, NA Smith NAACL 2019, 2019 | 773 | 2019 |
Knowledge enhanced contextual word representations ME Peters, M Neumann, RL Logan IV, R Schwartz, V Joshi, S Singh, ... arXiv preprint arXiv:1909.04164, 2019 | 769 | 2019 |
Good question! statistical ranking for question generation M Heilman, NA Smith Human language technologies: The 2010 annual conference of the North …, 2010 | 566 | 2010 |
Fine-tuning pretrained language models: Weight initializations, data orders, and early stopping J Dodge, G Ilharco, R Schwartz, A Farhadi, H Hajishirzi, N Smith arXiv preprint arXiv:2002.06305, 2020 | 560 | 2020 |