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


Apr 01, 2021
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


Nov 07, 2020
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


Mar 02, 2020
Saneem Ahmed Chemmengath, Samarth Bharadwaj, Soumava Paul, Suranjana Samanta, Karthik Sankaranarayanan


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Unified Semantic Parsing with Weak Supervision


Jun 12, 2019
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


Oct 30, 2018
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


Oct 18, 2018
Sai Surya, Abhijit Mishra, Anirban Laha, Parag Jain, Karthik Sankaranarayanan

* 8 pages, 3 figures 

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DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension


Oct 10, 2018
Amrita Saha, Rahul Aralikatte, Mitesh M. Khapra, Karthik Sankaranarayanan

* Accepted in ACL 2018 

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Complex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph


Oct 04, 2018
Amrita Saha, Vardaan Pahuja, Mitesh M. Khapra, Karthik Sankaranarayanan, Sarath Chandar

* Accepted in AAAI'18 

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Unsupervised Controllable Text Formalization


Sep 10, 2018
Parag Jain, Abhijit Mishra, Amar Prakash Azad, Karthik Sankaranarayanan


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Modeling Topical Coherence in Discourse without Supervision


Sep 02, 2018
Disha Shrivastava, Abhijit Mishra, Karthik Sankaranarayanan

* 9 pages 

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A Mixed Hierarchical Attention based Encoder-Decoder Approach for Standard Table Summarization


Apr 20, 2018
Parag Jain, Anirban Laha, Karthik Sankaranarayanan, Preksha Nema, Mitesh M. Khapra, Shreyas Shetty

* Accepted in NAACL-HLT 2018 (Short paper) 

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Generating Descriptions from Structured Data Using a Bifocal Attention Mechanism and Gated Orthogonalization


Apr 20, 2018
Preksha Nema, Shreyas Shetty, Parag Jain, Anirban Laha, Karthik Sankaranarayanan, Mitesh M. Khapra

* Accepted in NAACL-HLT 2018 

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Towards Building Large Scale Multimodal Domain-Aware Conversation Systems


Jan 31, 2018
Amrita Saha, Mitesh Khapra, Karthik Sankaranarayanan


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Story Generation from Sequence of Independent Short Descriptions


Aug 21, 2017
Parag Jain, Priyanka Agrawal, Abhijit Mishra, Mohak Sukhwani, Anirban Laha, Karthik Sankaranarayanan

* Accepted in SIGKDD Workshop on Machine Learning for Creativity (ML4Creativity), 2017 

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A Machine Learning Approach for Evaluating Creative Artifacts


Jul 18, 2017
Disha Shrivastava, Saneem Ahmed CG, Anirban Laha, Karthik Sankaranarayanan

* Accepted at SIGKDD Workshop on Machine Learning for Creativity (ML4Creativity), 2017 

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