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Vivek Srikumar
Vivek Srikumar
Associate Professor, School of Computing, University of Utah
Verifierad e-postadress på cs.utah.edu - Startsida
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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
18752016
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
13312017
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
6362018
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
4542022
Importance of Semantic Representation: Dataless Classification
MW Chang, LA Ratinov, D Roth, V Srikumar
AAAI, 830-835, 2008
3102008
Modeling Biological Processes for Reading Comprehension
J Berant, V Srikumar, PC Chen, A Vander Linden, B Harding, B Huang, ...
EMNLP, 2014
2422014
On measuring and mitigating biased inferences of word embeddings
S Dev, T Li, J Phillips, V Srikumar
AAAI, 2020
1322020
Augmenting Neural Networks with First-order Logic
T Li, V Srikumar
Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019
1242019
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
1232016
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
1202017
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
982010
UNQOVERing stereotyping biases via underspecified questions
T Li, T Khot, D Khashabi, A Sabharwal, V Srikumar
Findings of EMNLP, 2020
782020
Structured Output Learning with Indirect Supervision.
MW Chang, V Srikumar, D Goldwasser, D Roth
ICML, 199-206, 2010
732010
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
722020
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
712019
Modeling semantic relations expressed by prepositions
V Srikumar, D Roth
Transactions of the Association for Computational Linguistics 1, 231-242, 2013
702013
Expressiveness of Rectifier Networks
X Pan, V Srikumar
ICML, 2016
682016
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
BERT & Family Eat Word Salad: Experiments with Text Understanding
A Gupta, G Kvernadze, V Srikumar
AAAI, 2021
612021
Relation Alignment for Textual Entailment Recognition.
M Sammons, VGV Vydiswaran, T Vieira, N Johri, MW Chang, ...
TAC, 2009
592009
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Artiklar 1–20