Vivek Srikumar

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Dan RothProfessor of Computer Science, University of PennsylvaniaVerified email at seas.upenn.edu
Tao LiGoogle DeepMindVerified email at google.com
Ming-Wei ChangGoogle DeepmindVerified email at google.com
Zac ImelUniversity of UtahVerified email at utah.edu
Jena D. HwangAllen Institute for AIVerified email at allenai.org
Nathan SchneiderAssociate Professor, Linguistics and Computer Science • Georgetown UniversityVerified email at georgetown.edu
David C AtkinsLyssn.io / University of WashingtonVerified email at u.washington.edu
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
Jeff PhillipsProfessor, School of Computing, University of UtahVerified email at cs.utah.edu
Feifei LiAlibaba Group/Alibaba CloudVerified email at cs.utah.edu
Vivek GuptaAssistant Professor of Computer Science, Arizona State UniversityVerified email at asu.edu
Sunipa DevSenior Research Scientist, GoogleVerified email at google.com
Yichu ZhouPhD student, School of Computing, University of UtahVerified email at cs.utah.edu
Ashim GuptaPhD Student at University of UtahVerified email at cs.utah.edu
Maitrey MehtaSchool of Computing, University of UtahVerified 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

Vivek Srikumar

Associate Professor, School of Computing, University of Utah

Verified email at cs.utah.edu - Homepage

Machine Learning Natural Language Processing Information Extraction Artificial Intelligence


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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	2151	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	1682	2017
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	999	2022
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	748	2018
Importance of Semantic Representation: Dataless Classification MW Chang, LA Ratinov, D Roth, V Srikumar AAAI, 830-835, 2008	364	2008
Modeling Biological Processes for Reading Comprehension J Berant, V Srikumar, PC Chen, A Vander Linden, B Harding, B Huang, ... EMNLP, 2014	259	2014
On measuring and mitigating biased inferences of word embeddings S Dev, T Li, J Phillips, V Srikumar AAAI, 2020	174	2020
Augmenting Neural Networks with First-order Logic T Li, V Srikumar Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019	141	2019
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	136	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	135	2017
UNQOVERing stereotyping biases via underspecified questions T Li, T Khot, D Khashabi, A Sabharwal, V Srikumar Findings of EMNLP, 2020	120	2020
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	98	2010
INFOTABS: Inference on Tables as Semi-structured Data V Gupta, M Mehta, P Nokhiz, V Srikumar Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020	94	2020
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	85	2019
Structured Output Learning with Indirect Supervision. MW Chang, V Srikumar, D Goldwasser, D Roth ICML, 199-206, 2010	77	2010
Modeling semantic relations expressed by prepositions V Srikumar, D Roth Transactions of the Association for Computational Linguistics 1, 231-242, 2013	73	2013
X-FACT: A New Benchmark Dataset for Multilingual Fact Checking A Gupta, V Srikumar ACL, 2021	72	2021
BERT & Family Eat Word Salad: Experiments with Text Understanding A Gupta, G Kvernadze, V Srikumar AAAI, 2021	71	2021
An NLP Curator (or: How I Learned to Stop Worrying and Love NLP Applications) J Clarke, V Srikumar, M Sammons, D Roth LREC, 2012	71*	2012
Expressiveness of Rectifier Networks X Pan, V Srikumar ICML, 2016	69	2016

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