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Srini Iyer
Srini Iyer
FAIR
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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
8962024
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
8882016
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
4362015
Learning a neural semantic parser from user feedback
S Iyer, I Konstas, A Cheung, J Krishnamurthy, L Zettlemoyer
arXiv preprint arXiv:1704.08760, 2017
4182017
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
3742017
Mapping language to code in programmatic context
S Iyer, I Konstas, A Cheung, L Zettlemoyer
arXiv preprint arXiv:1808.09588, 2018
2622018
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
220*2022
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
2142014
Pharmacovigilance using clinical notes
P LePendu, SV Iyer, A Bauer‐Mehren, R Harpaz, JM Mortensen, ...
Clinical pharmacology & therapeutics 93 (6), 547-555, 2013
1922013
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
1842023
Demystifying prompts in language models via perplexity estimation
H Gonen, S Iyer, T Blevins, NA Smith, L Zettlemoyer
arXiv preprint arXiv:2212.04037, 2022
1682022
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
168*2021
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
1462020
Delight: Deep and light-weight transformer
S Mehta, M Ghazvininejad, S Iyer, L Zettlemoyer, H Hajishirzi
arXiv preprint arXiv:2008.00623, 2020
1442020
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
1412014
Chameleon: Mixed-modal early-fusion foundation models
C Team
arXiv preprint arXiv:2405.09818, 2024
1372024
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
118*2023
Learning to map context-dependent sentences to executable formal queries
A Suhr, S Iyer, Y Artzi
arXiv preprint arXiv:1804.06868, 2018
1152018
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
1092012
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
97*2020
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