Summarizing source code using a neural attention model S Iyer, I Konstas, A Cheung, L Zettlemoyer Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016 | 812 | 2016 |
Lima: Less is more for alignment C Zhou, P Liu, P Xu, S Iyer, J Sun, Y Mao, X Ma, A Efrat, P Yu, L Yu, ... Advances in Neural Information Processing Systems 36, 2024 | 487 | 2024 |
Proton pump inhibitor usage and the risk of myocardial infarction in the general population NH Shah, P LePendu, A Bauer-Mehren, YT Ghebremariam, SV Iyer, ... PloS one 10 (6), e0124653, 2015 | 414 | 2015 |
Learning a neural semantic parser from user feedback S Iyer, I Konstas, A Cheung, J Krishnamurthy, L Zettlemoyer arXiv preprint arXiv:1704.08760, 2017 | 387 | 2017 |
Neural amr: Sequence-to-sequence models for parsing and generation I Konstas, S Iyer, M Yatskar, Y Choi, L Zettlemoyer arXiv preprint arXiv:1704.08381, 2017 | 355 | 2017 |
Mapping language to code in programmatic context S Iyer, I Konstas, A Cheung, L Zettlemoyer arXiv preprint arXiv:1808.09588, 2018 | 213 | 2018 |
Mining clinical text for signals of adverse drug-drug interactions SV Iyer, R Harpaz, P LePendu, A Bauer-Mehren, NH Shah Journal of the American Medical Informatics Association 21 (2), 353-362, 2014 | 203 | 2014 |
Pharmacovigilance using clinical notes P LePendu, SV Iyer, A Bauer‐Mehren, R Harpaz, JM Mortensen, ... Clinical pharmacology & therapeutics 93 (6), 547-555, 2013 | 189 | 2013 |
Opt-iml: Scaling language model instruction meta learning through the lens of generalization S Iyer, XV Lin, R Pasunuru, T Mihaylov, D Simig, P Yu, K Shuster, T Wang, ... arXiv preprint arXiv:2212.12017, 2022 | 160* | 2022 |
Toward personalizing treatment for depression: predicting diagnosis and severity SH Huang, P LePendu, SV Iyer, M Tai-Seale, D Carrell, NH Shah Journal of the American Medical Informatics Association 21 (6), 1069-1075, 2014 | 137 | 2014 |
Efficient large scale language modeling with mixtures of experts M Artetxe, S Bhosale, N Goyal, T Mihaylov, M Ott, S Shleifer, XV Lin, J Du, ... arXiv preprint arXiv:2112.10684, 2021 | 127* | 2021 |
Delight: Deep and light-weight transformer S Mehta, M Ghazvininejad, S Iyer, L Zettlemoyer, H Hajishirzi arXiv preprint arXiv:2008.00623, 2020 | 125 | 2020 |
Efficient one-pass end-to-end entity linking for questions BZ Li, S Min, S Iyer, Y Mehdad, W Yih arXiv preprint arXiv:2010.02413, 2020 | 123 | 2020 |
Learning to map context-dependent sentences to executable formal queries A Suhr, S Iyer, Y Artzi arXiv preprint arXiv:1804.06868, 2018 | 108 | 2018 |
Annotation analysis for testing drug safety signals using unstructured clinical notes P LePendu, SV Iyer, C Fairon, NH Shah Journal of biomedical semantics 3, 1-12, 2012 | 105 | 2012 |
Demystifying prompts in language models via perplexity estimation H Gonen, S Iyer, T Blevins, NA Smith, L Zettlemoyer arXiv preprint arXiv:2212.04037, 2022 | 101 | 2022 |
Methods for measuring, updating, and visualizing factual beliefs in language models P Hase, M Diab, A Celikyilmaz, X Li, Z Kozareva, V Stoyanov, M Bansal, ... Proceedings of the 17th Conference of the European Chapter of the …, 2023 | 95* | 2023 |
Practice-based evidence: profiling the safety of cilostazol by text-mining of clinical notes NJ Leeper, A Bauer-Mehren, SV Iyer, P LePendu, C Olson, NH Shah PloS one 8 (5), e63499, 2013 | 95 | 2013 |
Lever: Learning to verify language-to-code generation with execution A Ni, S Iyer, D Radev, V Stoyanov, W Yih, S Wang, XV Lin International Conference on Machine Learning, 26106-26128, 2023 | 91 | 2023 |
Answering complex open-domain questions with multi-hop dense retrieval W Xiong, XL Li, S Iyer, J Du, P Lewis, WY Wang, Y Mehdad, W Yih, ... arXiv preprint arXiv:2009.12756, 2020 | 80* | 2020 |