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Industry Scale Semi-Supervised Learning for Natural Language Understanding


Mar 29, 2021
Luoxin Chen, Francisco Garcia, Varun Kumar, He Xie, Jianhua Lu

* NAACL 2021 Industry track 

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ProtoDA: Efficient Transfer Learning for Few-Shot Intent Classification


Jan 28, 2021
Manoj Kumar, Varun Kumar, Hadrien Glaude, Cyprien delichy, Aman Alok, Rahul Gupta

* Accepted at IEEE Spoken Language Technology Workshop 2021 

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BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation


Jan 27, 2021
Jwala Dhamala, Tony Sun, Varun Kumar, Satyapriya Krishna, Yada Pruksachatkun, Kai-Wei Chang, Rahul Gupta


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Data Augmentation using Pre-trained Transformer Models


Mar 04, 2020
Varun Kumar, Ashutosh Choudhary, Eunah Cho

* 7 pages 

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Efficient Semi-Supervised Learning for Natural Language Understanding by Optimizing Diversity


Oct 09, 2019
Eunah Cho, He Xie, John P. Lalor, Varun Kumar, William M. Campbell

* IEEE Copyright. To appear at ASRU 2019 

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A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification


Oct 09, 2019
Varun Kumar, Hadrien Glaude, Cyprien de Lichy, William Campbell

* Accepted at Deep Learning for low-resource NLP workshop @ EMNLP 2019 

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Why Didn't You Listen to Me? Comparing User Control of Human-in-the-Loop Topic Models


Jun 04, 2019
Varun Kumar, Alison Smith-Renner, Leah Findlater, Kevin Seppi, Jordan Boyd-Graber

* In proceedings of ACL 2019 

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SpaceNet MVOI: a Multi-View Overhead Imagery Dataset


Mar 28, 2019
Nicholas Weir, David Lindenbaum, Alexei Bastidas, Adam Van Etten, Sean McPherson, Jacob Shermeyer, Varun Kumar, Hanlin Tang


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Intel nGraph: An Intermediate Representation, Compiler, and Executor for Deep Learning


Jan 30, 2018
Scott Cyphers, Arjun K. Bansal, Anahita Bhiwandiwalla, Jayaram Bobba, Matthew Brookhart, Avijit Chakraborty, Will Constable, Christian Convey, Leona Cook, Omar Kanawi, Robert Kimball, Jason Knight, Nikolay Korovaiko, Varun Kumar, Yixing Lao, Christopher R. Lishka, Jaikrishnan Menon, Jennifer Myers, Sandeep Aswath Narayana, Adam Procter, Tristan J. Webb


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