Srini Iyer

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Paea LePenduUniversity of California, RiversideAdresse e-mail validée de ucr.edu
Nigam ShahProfessor of Medicine, and Biomedical Data Science, Stanford UniversityAdresse e-mail validée de stanford.edu
Luke ZettlemoyerUniversity of Washington; MetaAdresse e-mail validée de cs.washington.edu
Ioannis KonstasHeriot-Watt UniversityAdresse e-mail validée de hw.ac.uk
Rave HarpazArchitect/Applied Scientist of AI - Oracle Cloud InfrastructureAdresse e-mail validée de oracle.com
Yi Liu, PhD.TeslaAdresse e-mail validée de stanford.edu
Jonathan MortensenGraduate Student, Stanford UniversityAdresse e-mail validée de stanford.edu
Jayant KrishnamurthyCarnegie Mellon UniversityAdresse e-mail validée de cs.cmu.edu
Yejin ChoiUniversity of Washington / Allen Institute for Artificial IntelligenceAdresse e-mail validée de cs.washington.edu
Mark YatskarUniversity of PennsylvaniaAdresse e-mail validée de cis.upenn.edu
Alane SuhrUC BerkeleyAdresse e-mail validée de berkeley.edu
Bethany PerchaNew York Presbyterian, Mount SinaiAdresse e-mail validée de mssm.edu
Cédrick FaironProfessor of linguistics and Natural Language Processing, Université catholique de LouvainAdresse e-mail validée de uclouvain.be
Sandy H HuangResearch Scientist, DeepMindAdresse e-mail validée de berkeley.edu
Tyler S. Cole, MDNeurosurgeon, Assistant Professor of Neurosurgery at Cedars-Sinai | Stanford Medical SchoolAdresse e-mail validée de cshs.org
Yoav ArtziCornell University; ASAPPAdresse e-mail validée de cs.cornell.edu
Joel DudleyInstitute Director and Associate Professor, Icahn School of Medicine at Mount SinaiAdresse e-mail validée de mssm.edu
Svetlana LyalinaBioinformatics PhD, UCSFAdresse e-mail validée de gladstone.ucsf.edu
Jennifer FrankovichAssociate Professor of Pediatrics, Stanford UniversityAdresse e-mail validée de stanford.edu
Madeleine UdellAssistant Professor, Management Science and Engineering, Stanford UniversityAdresse e-mail validée de stanford.edu

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Srini Iyer

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Language Modeling NL to Code QA Explainability Summarization


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	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	850	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	645	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	425	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	401	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	362	2017
Mapping language to code in programmatic context S Iyer, I Konstas, A Cheung, L Zettlemoyer arXiv preprint arXiv:1808.09588, 2018	239	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	211	2014
Pharmacovigilance using clinical notes P LePendu, SV Iyer, A Bauer‐Mehren, R Harpaz, JM Mortensen, ... Clinical pharmacology & therapeutics 93 (6), 547-555, 2013	191	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	180*	2022
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	141*	2021
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	138	2014
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	131	2020
Delight: Deep and light-weight transformer S Mehta, M Ghazvininejad, S Iyer, L Zettlemoyer, H Hajishirzi arXiv preprint arXiv:2008.00623, 2020	131	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	128	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	125	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	111*	2023
Learning to map context-dependent sentences to executable formal queries A Suhr, S Iyer, Y Artzi arXiv preprint arXiv:1804.06868, 2018	111	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	107	2012
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	96	2013
JuICe: A large scale distantly supervised dataset for open domain context-based code generation R Agashe, S Iyer, L Zettlemoyer arXiv preprint arXiv:1910.02216, 2019	86	2019

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