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Multi-Instance Training for Question Answering Across Table and Linked Text


Dec 14, 2021
Vishwajeet Kumar, Saneem Chemmengath, Yash Gupta, Jaydeep Sen, Samarth Bharadwaj, Soumen Chakrabarti


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Let the CAT out of the bag: Contrastive Attributed explanations for Text


Sep 16, 2021
Saneem Chemmengath, Amar Prakash Azad, Ronny Luss, Amit Dhurandhar


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Representation based meta-learning for few-shot spoken intent recognition


Jun 29, 2021
Ashish Mittal, Samarth Bharadwaj, Shreya Khare, Saneem Chemmengath, Karthik Sankaranarayanan, Brian Kingsbury

* Accepted paper at Interspeech 2020, 21st Annual Conference of the International Speech Communication Association, Virtual Event, Shanghai, China, 25-29 October, 2020 

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AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry


Jun 24, 2021
Yannis Katsis, Saneem Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Mustafa Canim, Michael Glass, Alfio Gliozzo, Feifei Pan, Jaydeep Sen, Karthik Sankaranarayanan, Soumen Chakrabarti


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Capturing Row and Column Semantics in Transformer Based Question Answering over Tables


Apr 26, 2021
Michael Glass, Mustafa Canim, Alfio Gliozzo, Saneem Chemmengath, Vishwajeet Kumar, Rishav Chakravarti, Avi Sil, Feifei Pan, Samarth Bharadwaj, Nicolas Rodolfo Fauceglia

* To appear at NAACL 2021 

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