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Srini Iyer
Srini Iyer
FAIR
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Année
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
7732016
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
4052015
Learning a neural semantic parser from user feedback
S Iyer, I Konstas, A Cheung, J Krishnamurthy, L Zettlemoyer
arXiv preprint arXiv:1704.08760, 2017
3772017
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
3722024
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
3402017
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
1962018
Pharmacovigilance using clinical notes
P LePendu, SV Iyer, A Bauer‐Mehren, R Harpaz, JM Mortensen, ...
Clinical pharmacology & therapeutics 93 (6), 547-555, 2013
1862013
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
136*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
1192020
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
118*2021
Delight: Deep and light-weight transformer
S Mehta, M Ghazvininejad, S Iyer, L Zettlemoyer, H Hajishirzi
arXiv preprint arXiv:2008.00623, 2020
1152020
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
Learning to map context-dependent sentences to executable formal queries
A Suhr, S Iyer, Y Artzi
arXiv preprint arXiv:1804.06868, 2018
1052018
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
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
77*2023
Demystifying prompts in language models via perplexity estimation
H Gonen, S Iyer, T Blevins, NA Smith, L Zettlemoyer
arXiv preprint arXiv:2212.04037, 2022
762022
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
75*2020
Automated detection of off-label drug use
K Jung, P LePendu, WS Chen, SV Iyer, B Readhead, JT Dudley, NH Shah
PloS one 9 (2), e89324, 2014
752014
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