Srini Iyer

Cited by

	All	Since 2019
Citations	5435	4296
h-index	30	27
i10-index	45	41

1200

600

300

900

201220132014201520162017201820192020202120222023202416 60 95 161 213 203 323 394 453 581 684 1156 1022

Public access

View all

17 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Paea LePenduUniversity of California, RiversideVerified email at ucr.edu
Nigam ShahProfessor of Medicine, and Biomedical Data Science, Stanford UniversityVerified email at stanford.edu
Luke ZettlemoyerUniversity of Washington; MetaVerified email at cs.washington.edu
Ioannis KonstasHeriot-Watt UniversityVerified email at hw.ac.uk
Rave HarpazArchitect/Applied Scientist of AI - Oracle Cloud InfrastructureVerified email at oracle.com
Yi Liu, PhD.TeslaVerified email at stanford.edu
Jonathan MortensenGraduate Student, Stanford UniversityVerified email at stanford.edu
Jayant KrishnamurthyCarnegie Mellon UniversityVerified email at cs.cmu.edu
Yejin ChoiUniversity of Washington / Allen Institute for Artificial IntelligenceVerified email at cs.washington.edu
Mark YatskarUniversity of PennsylvaniaVerified email at cis.upenn.edu
Alane SuhrUC BerkeleyVerified email at berkeley.edu
Bethany PerchaNew York Presbyterian, Mount SinaiVerified email at mssm.edu
Cédrick FaironProfessor of linguistics and Natural Language Processing, Université catholique de LouvainVerified email at uclouvain.be
Sandy H HuangResearch Scientist, DeepMindVerified email at berkeley.edu
Tyler S. Cole, MDNeurosurgeon, Assistant Professor of Neurosurgery at Cedars-Sinai | Stanford Medical SchoolVerified email at cshs.org
Yoav ArtziCornell University; ASAPPVerified email at cs.cornell.edu
Joel DudleyInstitute Director and Associate Professor, Icahn School of Medicine at Mount SinaiVerified email at mssm.edu
Svetlana LyalinaBioinformatics PhD, UCSFVerified email at gladstone.ucsf.edu
Jennifer FrankovichAssociate Professor of Pediatrics, Stanford UniversityVerified email at stanford.edu
Madeleine UdellAssistant Professor, Management Science and Engineering, Stanford UniversityVerified email at stanford.edu

Srini Iyer

FAIR

Verified email at fb.com - Homepage

Language Modeling NL to Code QA Explainability Summarization


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	825	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	534	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	417	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	389	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	357	2017
Mapping language to code in programmatic context S Iyer, I Konstas, A Cheung, L Zettlemoyer arXiv preprint arXiv:1808.09588, 2018	220	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	206	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	166*	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	130*	2021
Delight: Deep and light-weight transformer S Mehta, M Ghazvininejad, S Iyer, L Zettlemoyer, H Hajishirzi arXiv preprint arXiv:2008.00623, 2020	126	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	124	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
Demystifying prompts in language models via perplexity estimation H Gonen, S Iyer, T Blevins, NA Smith, L Zettlemoyer arXiv preprint arXiv:2212.04037, 2022	105	2022
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
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	101*	2023
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	100	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	96	2013
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	81*	2020

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors