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 | 2064 | 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 | 1567 | 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 | 859 | 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 | 726 | 2018 |
Importance of Semantic Representation: Dataless Classification MW Chang, LA Ratinov, D Roth, V Srikumar AAAI, 830-835, 2008 | 350 | 2008 |
Modeling Biological Processes for Reading Comprehension J Berant, V Srikumar, PC Chen, A Vander Linden, B Harding, B Huang, ... EMNLP, 2014 | 253 | 2014 |
On measuring and mitigating biased inferences of word embeddings S Dev, T Li, J Phillips, V Srikumar AAAI, 2020 | 166 | 2020 |
Augmenting Neural Networks with First-order Logic T Li, V Srikumar Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019 | 136 | 2019 |
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 | 132 | 2017 |
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 | 131 | 2016 |
UNQOVERing stereotyping biases via underspecified questions T Li, T Khot, D Khashabi, A Sabharwal, V Srikumar Findings of EMNLP, 2020 | 105 | 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 | 89 | 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 | 81 | 2019 |
Structured Output Learning with Indirect Supervision. MW Chang, V Srikumar, D Goldwasser, D Roth ICML, 199-206, 2010 | 76 | 2010 |
Modeling semantic relations expressed by prepositions V Srikumar, D Roth Transactions of the Association for Computational Linguistics 1, 231-242, 2013 | 72 | 2013 |
An NLP Curator (or: How I Learned to Stop Worrying and Love NLP Applications) J Clarke, V Srikumar, M Sammons, D Roth LREC, 2012 | 70* | 2012 |
BERT & Family Eat Word Salad: Experiments with Text Understanding A Gupta, G Kvernadze, V Srikumar AAAI, 2021 | 67 | 2021 |
Expressiveness of Rectifier Networks X Pan, V Srikumar ICML, 2016 | 67 | 2016 |
Development and evaluation of ClientBot: A patient-like conversational agent to train basic counseling skills MJ Tanana, CS Soma, V Srikumar, DC Atkins, ZE Imel Journal of Medical Internet Research, 2019 | 63 | 2019 |