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Beyond Static Models and Test Sets: Benchmarking the Potential of Pre-trained Models Across Tasks and Languages


May 12, 2022
Kabir Ahuja, Sandipan Dandapat, Sunayana Sitaram, Monojit Choudhury

* NLP Power! Workshop, ACL 2022 

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On the Economics of Multilingual Few-shot Learning: Modeling the Cost-Performance Trade-offs of Machine Translated and Manual Data


May 12, 2022
Kabir Ahuja, Monojit Choudhury, Sandipan Dandapat

* NAACL 2022 

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Multi Task Learning For Zero Shot Performance Prediction of Multilingual Models


May 12, 2022
Kabir Ahuja, Shanu Kumar, Sandipan Dandapat, Monojit Choudhury

* ACL 2022 

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Global Readiness of Language Technology for Healthcare: What would it Take to Combat the Next Pandemic?


Apr 06, 2022
Ishani Mondal, Kabir Ahuja, Mohit Jain, Jacki O Neil, Kalika Bali, Monojit Choudhury

* Under Revision 

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Multilingual CheckList: Generation and Evaluation


Mar 30, 2022
Karthikeyan K, Shaily Bhatt, Pankaj Singh, Somak Aditya, Sandipan Dandapat, Sunayana Sitaram, Monojit Choudhury


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NaijaSenti: A Nigerian Twitter Sentiment Corpus for Multilingual Sentiment Analysis


Jan 28, 2022
Shamsuddeen Hassan Muhammad, David Ifeoluwa Adelani, Sebastian Ruder, Ibrahim Said Ahmad, Idris Abdulmumin, Bello Shehu Bello, Monojit Choudhury, Chris Chinenye Emezue, Saheed Salahudeen Abdullahi, Anuoluwapo Aremu, Alipio Jeorge, Pavel Brazdil

* Submitted to LREC 2022, 13 pages, 2 figures 

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LoNLI: An Extensible Framework for Testing Diverse Logical Reasoning Capabilities for NLI


Dec 04, 2021
Ishan Tarunesh, Somak Aditya, Monojit Choudhury

* arXiv admin note: substantial text overlap with arXiv:2107.07229 

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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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Designing Language Technologies for Social Good: The Road not Taken


Oct 14, 2021
Namrata Mukhija, Monojit Choudhury, Kalika Bali


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Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer Performance


Oct 05, 2021
Karthikeyan K, Aalok Sathe, Somak Aditya, Monojit Choudhury

* Workshop on Multilingual Representation Learning (MRL 2021), at Empirical Methods in Natural Language Processing (EMNLP 2021) 

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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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Trusting RoBERTa over BERT: Insights from CheckListing the Natural Language Inference Task


Jul 15, 2021
Ishan Tarunesh, Somak Aditya, Monojit Choudhury

* 15 pages, 5 figures and 9 tables 

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Sample-efficient Linguistic Generalizations through Program Synthesis: Experiments with Phonology Problems


Jun 11, 2021
Saujas Vaduguru, Aalok Sathe, Monojit Choudhury, Dipti Misra Sharma

* SIGMORPHON 2021 

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Use of Formal Ethical Reviews in NLP Literature: Historical Trends and Current Practices


Jun 02, 2021
Sebastin Santy, Anku Rani, Monojit Choudhury

* Accepted at ACL 2021 Findings (7 pages) 

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TaxiNLI: Taking a Ride up the NLU Hill


Oct 09, 2020
Pratik Joshi, Somak Aditya, Aalok Sathe, Monojit Choudhury

* 15 pages, 9 figures, 4 tables. Accepted at CoNLL 2020 

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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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The State and Fate of Linguistic Diversity and Inclusion in the NLP World


Apr 20, 2020
Pratik Joshi, Sebastin Santy, Amar Budhiraja, Kalika Bali, Monojit Choudhury

* Accepted at ACL 2020 (10 pages + 3 pages Appendix) 

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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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All that is English may be Hindi: Enhancing language identification through automatic ranking of likeliness of word borrowing in social media


Jul 29, 2017
Jasabanta Patro, Bidisha Samanta, Saurabh Singh, Abhipsa Basu, Prithwish Mukherjee, Monojit Choudhury, Animesh Mukherjee

* 11 pages, accepted in the 2017 conference on Empirical Methods on Natural Language Processing(EMNLP 2017) arXiv admin note: substantial text overlap with arXiv:1703.05122 

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Is this word borrowed? An automatic approach to quantify the likeliness of borrowing in social media


Mar 15, 2017
Jasabanta Patro, Bidisha Samanta, Saurabh Singh, Prithwish Mukherjee, Monojit Choudhury, Animesh Mukherjee

* 11 pages, 3 Figures 

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Grammatical Constraints on Intra-sentential Code-Switching: From Theories to Working Models


Dec 14, 2016
Gayatri Bhat, Monojit Choudhury, Kalika Bali

* 13 pages 

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Syntax is from Mars while Semantics from Venus! Insights from Spectral Analysis of Distributional Similarity Networks


Jun 08, 2009
Chris Biemann, Monojit Choudhury, Animesh Mukherjee

* In the proceedings of ACL 2009 (short paper) 

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Language Diversity across the Consonant Inventories: A Study in the Framework of Complex Networks


Apr 08, 2009
Monojit Choudhury, Animesh Mukherjee, Anupam Basu, Niloy Ganguly, Ashish Garg, Vaibhav Jalan

* In EACL 2009 Workshop on Cognitive Aspects of Computational Language Acquisition 

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Discovering Global Patterns in Linguistic Networks through Spectral Analysis: A Case Study of the Consonant Inventories


Jan 15, 2009
Animesh Mukherjee, Monojit Choudhury, Ravi Kannan

* In the proceedings of EACL 2009 

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