Vivek Srikumar
Vivek Srikumar
Associate Professor, School of Computing, University of Utah
Dirección de correo verificada de cs.utah.edu - Página principal
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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
8272016
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
3922017
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
2292018
Modeling Biological Processes for Reading Comprehension
J Berant, V Srikumar, PC Chen, A Vander Linden, B Harding, B Huang, ...
EMNLP, 2014
1502014
Importance of Semantic Representation: Dataless Classification
MW Chang, LA Ratinov, D Roth, V Srikumar
AAAI, 830-835, 2008
1412008
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
892010
Structured Output Learning with Indirect Supervision.
MW Chang, V Srikumar, D Goldwasser, D Roth
ICML, 199-206, 2010
672010
An NLP Curator (or: How I Learned to Stop Worrying and Love NLP Applications)
J Clarke, V Srikumar, M Sammons, D Roth
LREC, 2012
65*2012
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
632016
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
592017
Modeling semantic relations expressed by prepositions
V Srikumar, D Roth
Transactions of the Association for Computational Linguistics 1, 231-242, 2013
562013
A joint model for extended semantic role labeling
V Srikumar, D Roth
Proceedings of the 2011 Conference on Empirical Methods in Natural Language …, 2011
502011
Relation Alignment for Textual Entailment Recognition.
M Sammons, VGV Vydiswaran, T Vieira, N Johri, MW Chang, ...
TAC, 2009
502009
Learning distributed representations for structured output prediction
V Srikumar, CD Manning
Advances in Neural Information Processing Systems, 3266-3274, 2014
482014
A Hierarchy with, of, and for Preposition Supersenses
N Schneider, V Srikumar, JD Hwang, M Palmer
The 9th Linguistic Annotation Workshop, 112--123, 2015
422015
Expressiveness of Rectifier Networks
X Pan, V Srikumar
ICML, 2016
392016
On amortizing inference cost for structured prediction
V Srikumar, G Kundu, D Roth
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural …, 2012
282012
Learning Shared Body Plans
I Endres, V Srikumar, MW Chang, D Hoiem
CVPR, 2012
272012
Correcting grammatical verb errors
A Rozovskaya, D Roth, V Srikumar
Proceedings of the 14th Conference of the European Chapter of the …, 2014
262014
Augmenting Neural Networks with First-order Logic
T Li, V Srikumar
Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019
252019
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