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KNN-LM Does Not Improve Open-ended Text Generation


May 24, 2023
Shufan Wang, Yixiao Song, Andrew Drozdov, Aparna Garimella, Varun Manjunatha, Mohit Iyyer

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Influence Functions for Sequence Tagging Models


Oct 25, 2022
Sarthak Jain, Varun Manjunatha, Byron C. Wallace, Ani Nenkova

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* Accepted to Findings of EMNLP 2022 

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Certified Neural Network Watermarks with Randomized Smoothing


Jul 16, 2022
Arpit Bansal, Ping-yeh Chiang, Michael Curry, Rajiv Jain, Curtis Wigington, Varun Manjunatha, John P Dickerson, Tom Goldstein

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* ICML 2022 
* ICML 2022 

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SelfDoc: Self-Supervised Document Representation Learning


Jun 07, 2021
Peizhao Li, Jiuxiang Gu, Jason Kuen, Vlad I. Morariu, Handong Zhao, Rajiv Jain, Varun Manjunatha, Hongfu Liu

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* To appear in CVPR'2021 

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TABBIE: Pretrained Representations of Tabular Data


May 06, 2021
Hiroshi Iida, Dung Thai, Varun Manjunatha, Mohit Iyyer

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RPCL: A Framework for Improving Cross-Domain Detection with Auxiliary Tasks


Apr 18, 2021
Kai Li, Curtis Wigington, Chris Tensmeyer, Vlad I. Morariu, Handong Zhao, Varun Manjunatha, Nikolaos Barmpalios, Yun Fu

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* 10 pages, 5 figures 

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IGA : An Intent-Guided Authoring Assistant


Apr 14, 2021
Simeng Sun, Wenlong Zhao, Varun Manjunatha, Rajiv Jain, Vlad Morariu, Franck Dernoncourt, Balaji Vasan Srinivasan, Mohit Iyyer

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* 13 pages 

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Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models


Mar 18, 2021
Mengnan Du, Varun Manjunatha, Rajiv Jain, Ruchi Deshpande, Franck Dernoncourt, Jiuxiang Gu, Tong Sun, Xia Hu

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* Accepted by NAACL 2021 

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Black-box Explanation of Object Detectors via Saliency Maps


Jun 05, 2020
Vitali Petsiuk, Rajiv Jain, Varun Manjunatha, Vlad I. Morariu, Ashutosh Mehra, Vicente Ordonez, Kate Saenko

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