Vivek Srikumar

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Dan RothProfessor of Computer Science, University of PennsylvaniaVerified email at seas.upenn.edu
Tao LiGoogle Research, University of Utah.Verified email at cs.utah.edu
Ming-Wei ChangGoogle ResearchVerified email at google.com
Nathan SchneiderAssistant Professor, Linguistics and Computer Science • Georgetown UniversityVerified email at georgetown.edu
Jena D. HwangAllen Institute for AIVerified email at allenai.org
Ali Shafiee ArdestaniSamsung SemiconductorVerified email at samsung.com
Naveen MuralimanoharHP LabsVerified email at hpe.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 NagPostdoc at Uppsala UniversityVerified email at it.uu.se
Zac ImelUniversity of UtahVerified email at utah.edu
David C AtkinsLyssn.io, Inc. // BRiTE Center, University of WashingtonVerified email at u.washington.edu
Dan GoldwasserPurdue UniversityVerified email at purdue.edu
Feifei LiAlibaba/Alibaba CloudVerified email at cs.utah.edu
R. Stanley WilliamsTexas A & M University ECE DepartmentVerified email at rstanleywilliams.com
Miao HuTetraMem Inc.Verified email at tetramem.com
Christopher D ManningProfessor of Computer Science and Linguistics, Stanford UniversityVerified email at stanford.edu
Gourab KunduUniversity of Illinois at Urbana ChampaignVerified email at illinois.edu
Jonathan BerantAssociate Professor, Tel-Aviv UniversityVerified email at cs.tau.ac.il
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	1270	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	763	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	410	2018
Modeling Biological Processes for Reading Comprehension J Berant, V Srikumar, PC Chen, A Vander Linden, B Harding, B Huang, ... EMNLP, 2014	196	2014
Importance of Semantic Representation: Dataless Classification MW Chang, LA Ratinov, D Roth, V Srikumar AAAI, 830-835, 2008	192	2008
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	92	2010
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	87	2016
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	79	2017
Structured Output Learning with Indirect Supervision. MW Chang, V Srikumar, D Goldwasser, D Roth ICML, 199-206, 2010	68	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	67*	2012
Augmenting Neural Networks with First-order Logic T Li, V Srikumar Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019	65	2019
Modeling semantic relations expressed by prepositions V Srikumar, D Roth Transactions of the Association for Computational Linguistics 1, 231-242, 2013	60	2013
Relation Alignment for Textual Entailment Recognition. M Sammons, VGV Vydiswaran, T Vieira, N Johri, MW Chang, ... TAC, 2009	53	2009
A joint model for extended semantic role labeling V Srikumar, D Roth Proceedings of the 2011 Conference on Empirical Methods in Natural Language …, 2011	52	2011
Expressiveness of Rectifier Networks X Pan, V Srikumar ICML, 2016	51	2016
Learning distributed representations for structured output prediction V Srikumar, CD Manning Advances in Neural Information Processing Systems 27, 2014	50	2014
On measuring and mitigating biased inferences of word embeddings S Dev, T Li, J Phillips, V Srikumar AAAI, 2020	46	2020
A Hierarchy with, of, and for Preposition Supersenses N Schneider, V Srikumar, JD Hwang, M Palmer The 9th Linguistic Annotation Workshop, 112--123, 2015	45	2015
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	38	2019
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	31	2018

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