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Role of Language Relatedness in Multilingual Fine-tuning of Language Models: A Case Study in Indo-Aryan Languages



Tejas Indulal Dhamecha , Rudra Murthy V , Samarth Bharadwaj , Karthik Sankaranarayanan , Pushpak Bhattacharyya

* Accepted in EMNLP 2021 

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Topic Transferable Table Question Answering



Saneem Ahmed Chemmengath , Vishwajeet Kumar , Samarth Bharadwaj , Jaydeep Sen , Mustafa Canim , Soumen Chakrabarti , Alfio Gliozzo , Karthik Sankaranarayanan

* To appear at EMNLP 2021 

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



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



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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Multilingual and code-switching ASR challenges for low resource Indian languages



Anuj Diwan , Rakesh Vaideeswaran , Sanket Shah , Ankita Singh , Srinivasa Raghavan , Shreya Khare , Vinit Unni , Saurabh Vyas , Akash Rajpuria , Chiranjeevi Yarra , Ashish Mittal , Prasanta Kumar Ghosh , Preethi Jyothi , Kalika Bali , Vivek Seshadri , Sunayana Sitaram , Samarth Bharadwaj , Jai Nanavati , Raoul Nanavati , Karthik Sankaranarayanan , Tejaswi Seeram , Basil Abraham

* 6 pages 

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Template Controllable keywords-to-text Generation



Abhijit Mishra , Md Faisal Mahbub Chowdhury , Sagar Manohar , Dan Gutfreund , Karthik Sankaranarayanan


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Addressing target shift in zero-shot learning using grouped adversarial learning



Saneem Ahmed Chemmengath , Samarth Bharadwaj , Soumava Paul , Suranjana Samanta , Karthik Sankaranarayanan


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Unified Semantic Parsing with Weak Supervision



Priyanka Agrawal , Parag Jain , Ayushi Dalmia , Abhishek Bansal , Ashish Mittal , Karthik Sankaranarayanan

* Association for Computational Linguistics (ACL) 2019 

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On Controllable Sparse Alternatives to Softmax



Anirban Laha , Saneem A. Chemmengath , Priyanka Agrawal , Mitesh M. Khapra , Karthik Sankaranarayanan , Harish G. Ramaswamy

* To appear in NIPS 2018, Total 16 pages including appendix 

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Unsupervised Neural Text Simplification



Sai Surya , Abhijit Mishra , Anirban Laha , Parag Jain , Karthik Sankaranarayanan

* 8 pages, 3 figures 

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