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Predicting the Performance of Multilingual NLP Models


Oct 17, 2021
Anirudh Srinivasan, Sunayana Sitaram, Tanuja Ganu, Sandipan Dandapat, Kalika Bali, Monojit Choudhury


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On the Universality of Deep COntextual Language Models


Sep 15, 2021
Shaily Bhatt, Poonam Goyal, Sandipan Dandapat, Monojit Choudhury, Sunayana Sitaram


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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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Cross-lingual and Multilingual Spoken Term Detection for Low-Resource Indian Languages


Nov 12, 2020
Sanket Shah, Satarupa Guha, Simran Khanuja, Sunayana Sitaram

* 5 pages, 2 figures, 6 tables, 17 references 

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Learning not to Discriminate: Task Agnostic Learning for Improving Monolingual and Code-switched Speech Recognition


Jun 09, 2020
Gurunath Reddy Madhumani, Sanket Shah, Basil Abraham, Vikas Joshi, Sunayana Sitaram

* 5 pages (4 pages + 1 reference), 3 tables, 2 figures 

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Learning to Recognize Code-switched Speech Without Forgetting Monolingual Speech Recognition


Jun 01, 2020
Sanket Shah, Basil Abraham, Gurunath Reddy M, Sunayana Sitaram, Vikas Joshi

* 5 pages (4 pages + 1 page references), 5 tables, 1 figure, 1 algorithm, 16 references 

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GLUECoS : An Evaluation Benchmark for Code-Switched NLP


May 14, 2020
Simran Khanuja, Sandipan Dandapat, Anirudh Srinivasan, Sunayana Sitaram, Monojit Choudhury

* To appear at ACL 2020 

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A New Dataset for Natural Language Inference from Code-mixed Conversations


Apr 13, 2020
Simran Khanuja, Sandipan Dandapat, Sunayana Sitaram, Monojit Choudhury

* To appear in CALCS, LREC 2020 

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Unsung Challenges of Building and Deploying Language Technologies for Low Resource Language Communities


Dec 07, 2019
Pratik Joshi, Christain Barnes, Sebastin Santy, Simran Khanuja, Sanket Shah, Anirudh Srinivasan, Satwik Bhattamishra, Sunayana Sitaram, Monojit Choudhury, Kalika Bali

* Accepted at ICON 2019; 9 pages 

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End-to-End ASR for Code-switched Hindi-English Speech


Jun 22, 2019
Brij Mohan Lal Srivastava, Basil Abraham, Sunayana Sitaram, Rupesh Mehta, Preethi Jyothi


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A Survey of Code-switched Speech and Language Processing


Apr 02, 2019
Sunayana Sitaram, Khyathi Raghavi Chandu, Sai Krishna Rallabandi, Alan W Black


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Polyglot Neural Language Models: A Case Study in Cross-Lingual Phonetic Representation Learning


May 12, 2016
Yulia Tsvetkov, Sunayana Sitaram, Manaal Faruqui, Guillaume Lample, Patrick Littell, David Mortensen, Alan W Black, Lori Levin, Chris Dyer

* Proceedings of NAACL 2016; 10 pages 

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