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Kundan Krishna
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USB: A Unified Summarization Benchmark Across Tasks and Domains


May 23, 2023
Kundan Krishna, Prakhar Gupta, Sanjana Ramprasad, Byron C. Wallace, Jeffrey P. Bigham, Zachary C. Lipton

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Improving the Robustness of Summarization Models by Detecting and Removing Input Noise


Dec 20, 2022
Kundan Krishna, Yao Zhao, Jie Ren, Balaji Lakshminarayanan, Jiaming Luo, Mohammad Saleh, Peter J. Liu

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Out-of-Distribution Detection and Selective Generation for Conditional Language Models


Sep 30, 2022
Jie Ren, Jiaming Luo, Yao Zhao, Kundan Krishna, Mohammad Saleh, Balaji Lakshminarayanan, Peter J. Liu

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Downstream Datasets Make Surprisingly Good Pretraining Corpora


Sep 28, 2022
Kundan Krishna, Saurabh Garg, Jeffrey P. Bigham, Zachary C. Lipton

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Does Pretraining for Summarization Require Knowledge Transfer?


Sep 10, 2021
Kundan Krishna, Jeffrey Bigham, Zachary C. Lipton

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* Camera-ready for Findings of EMNLP 2021 
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Extracting Structured Data from Physician-Patient Conversations By Predicting Noteworthy Utterances


Jul 14, 2020
Kundan Krishna, Amy Pavel, Benjamin Schloss, Jeffrey P. Bigham, Zachary C. Lipton

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Reinforced Rewards Framework for Text Style Transfer


May 11, 2020
Abhilasha Sancheti, Kundan Krishna, Balaji Vasan Srinivasan, Anandhavelu Natarajan

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* ECIR 2020 
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Generating SOAP Notes from Doctor-Patient Conversations


May 04, 2020
Kundan Krishna, Sopan Khosla, Jeffrey P. Bigham, Zachary C. Lipton

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