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Srini Iyer
Tytuł
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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
7812016
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
4082015
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
3912024
Learning a neural semantic parser from user feedback
S Iyer, I Konstas, A Cheung, J Krishnamurthy, L Zettlemoyer
arXiv preprint arXiv:1704.08760, 2017
3822017
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
3442017
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
2002014
Mapping language to code in programmatic context
S Iyer, I Konstas, A Cheung, L Zettlemoyer
arXiv preprint arXiv:1808.09588, 2018
1982018
Pharmacovigilance using clinical notes
P LePendu, SV Iyer, A Bauer‐Mehren, R Harpaz, JM Mortensen, ...
Clinical pharmacology & therapeutics 93 (6), 547-555, 2013
1872013
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
141*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
1362014
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
1222020
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
119*2021
Delight: Deep and light-weight transformer
S Mehta, M Ghazvininejad, S Iyer, L Zettlemoyer, H Hajishirzi
arXiv preprint arXiv:2008.00623, 2020
1172020
Learning to map context-dependent sentences to executable formal queries
A Suhr, S Iyer, Y Artzi
arXiv preprint arXiv:1804.06868, 2018
1062018
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
1062012
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
932013
Demystifying prompts in language models via perplexity estimation
H Gonen, S Iyer, T Blevins, NA Smith, L Zettlemoyer
arXiv preprint arXiv:2212.04037, 2022
852022
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
78*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
78*2020
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
762023
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