Vivek Srikumar

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	All	Since 2018
Citations	5835	5026
h-index	29	25
i10-index	58	49

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Dan RothProfessor of Computer Science, University of PennsylvaniaVerified email at seas.upenn.edu
Tao LiGoogle ResearchVerified email at google.com
Ming-Wei ChangGoogle ResearchVerified email at google.com
Nathan SchneiderAssociate Professor, Linguistics and Computer Science • Georgetown UniversityVerified email at georgetown.edu
Jena D. HwangAllen Institute for AIVerified email at allenai.org
Zac ImelUniversity of UtahVerified email at utah.edu
David C AtkinsLyssn.io, Inc. // BRiTE Center, University of WashingtonVerified email at u.washington.edu
Ali Shafiee ArdestaniSamsung SemiconductorVerified email at samsung.com
John Paul StrachanDirector, Peter Grünberg Institute for Neuromorphic Compute Nodes; Professor RWTH AachenVerified email at fz-juelich.de
Rajeev BalasubramonianProfessor, School of Computing, University of UtahVerified email at cs.utah.edu
Anirban NagSenior Researcher at Huawei ZurichVerified email at huawei.com
Feifei LiAlibaba Group/Alibaba CloudVerified email at cs.utah.edu
Dan GoldwasserPurdue UniversityVerified email at purdue.edu
R. Stanley WilliamsTexas A & M University ECE DepartmentVerified email at rstanleywilliams.com
Miao HuTetraMem Inc.Verified email at tetramem.com
Jeff PhillipsAssociate Professor, School of Computing, University of UtahVerified email at cs.utah.edu
Vivek GuptaPh.D. Candidate, Kahlert School of Computing, University of UtahVerified email at cs.utah.edu
Sunipa DevResearch Scientist, GoogleVerified email at google.com
Christopher D ManningProfessor of Computer Science and Linguistics, Stanford UniversityVerified email at stanford.edu
Martha Stone PalmerProfessor of Linguistics, Computer Science, University of ColoradoVerified email at colorado.edu

Vivek Srikumar

Associate Professor, School of Computing, University of Utah

Verified email at cs.utah.edu - Homepage

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ISAAC: A convolutional neural network accelerator with in-situ analog arithmetic in crossbars A Shafiee, A Nag, N Muralimanohar, R Balasubramonian, JP Strachan, ... ACM SIGARCH Computer Architecture News 44 (3), 14-26, 2016	1641	2016
Deeplog: Anomaly detection and diagnosis from system logs through deep learning M Du, F Li, G Zheng, V Srikumar Proceedings of the 2017 ACM SIGSAC conference on computer and communications …, 2017	1035	2017
Predicting electricity consumption for commercial and residential buildings using deep recurrent neural networks A Rahman, V Srikumar, AD Smith Applied energy 212, 372-385, 2018	540	2018
Importance of Semantic Representation: Dataless Classification MW Chang, LA Ratinov, D Roth, V Srikumar AAAI, 830-835, 2008	253	2008
Modeling Biological Processes for Reading Comprehension J Berant, V Srikumar, PC Chen, A Vander Linden, B Harding, B Huang, ... EMNLP, 2014	222	2014
Beyond the imitation game: Quantifying and extrapolating the capabilities of language models A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ... arXiv preprint arXiv:2206.04615, 2022	106	2022
A comparison of natural language processing methods for automated coding of motivational interviewing M Tanana, KA Hallgren, ZE Imel, DC Atkins, V Srikumar Journal of substance abuse treatment 65, 43-50, 2016	106	2016
Augmenting Neural Networks with First-order Logic T Li, V Srikumar Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019	99	2019
Discriminative learning over constrained latent representations MW Chang, D Goldwasser, D Roth, V Srikumar Human Language Technologies: The 2010 Annual Conference of the North …, 2010	96	2010
Visual exploration of semantic relationships in neural word embeddings S Liu, PT Bremer, JJ Thiagarajan, V Srikumar, B Wang, Y Livnat, ... IEEE transactions on visualization and computer graphics 24 (1), 553-562, 2017	94	2017
On measuring and mitigating biased inferences of word embeddings S Dev, T Li, J Phillips, V Srikumar AAAI, 2020	90	2020
Structured Output Learning with Indirect Supervision. MW Chang, V Srikumar, D Goldwasser, D Roth ICML, 199-206, 2010	70	2010
An NLP Curator (or: How I Learned to Stop Worrying and Love NLP Applications) J Clarke, V Srikumar, M Sammons, D Roth LREC, 2012	68*	2012
Modeling semantic relations expressed by prepositions V Srikumar, D Roth Transactions of the Association for Computational Linguistics 1, 231-242, 2013	65	2013
Expressiveness of Rectifier Networks X Pan, V Srikumar ICML, 2016	59	2016
Relation Alignment for Textual Entailment Recognition. M Sammons, VGV Vydiswaran, T Vieira, N Johri, MW Chang, ... TAC, 2009	58	2009
A Logic-Driven Framework for Consistency of Neural Models T Li, V Gupta, M Mehta, V Srikumar Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019	57	2019
A joint model for extended semantic role labeling V Srikumar, D Roth Proceedings of the 2011 Conference on Empirical Methods in Natural Language …, 2011	54	2011
A Hierarchy with, of, and for Preposition Supersenses N Schneider, V Srikumar, JD Hwang, M Palmer The 9th Linguistic Annotation Workshop, 112--123, 2015	51	2015
Newton: Gravitating towards the physical limits of crossbar acceleration A Nag, R Balasubramonian, V Srikumar, R Walker, A Shafiee, ... IEEE Micro 38 (5), 41-49, 2018	49	2018

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