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Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners


Apr 16, 2022
Shashank Gupta, Subhabrata Mukherjee, Krishan Subudhi, Eduardo Gonzalez, Damien Jose, Ahmed H. Awadallah, Jianfeng Gao


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Knowledge Infused Decoding


Apr 06, 2022
Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Hassan Awadallah

* In ICLR 2022 

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Lung-Originated Tumor Segmentation from Computed Tomography Scan (LOTUS) Benchmark


Jan 03, 2022
Parnian Afshar, Arash Mohammadi, Konstantinos N. Plataniotis, Keyvan Farahani, Justin Kirby, Anastasia Oikonomou, Amir Asif, Leonard Wee, Andre Dekker, Xin Wu, Mohammad Ariful Haque, Shahruk Hossain, Md. Kamrul Hasan, Uday Kamal, Winston Hsu, Jhih-Yuan Lin, M. Sohel Rahman, Nabil Ibtehaz, Sh. M. Amir Foisol, Kin-Man Lam, Zhong Guang, Runze Zhang, Sumohana S. Channappayya, Shashank Gupta, Chander Dev


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Exploring Low-Cost Transformer Model Compression for Large-Scale Commercial Reply Suggestions


Nov 27, 2021
Vaishnavi Shrivastava, Radhika Gaonkar, Shashank Gupta, Abhishek Jha


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Feature-Extracting Functions for Neural Logic Rule Learning


Aug 14, 2020
Shashank Gupta, Antonio Robles-Kelly


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IITK-RSA at SemEval-2020 Task 5: Detecting Counterfactuals


Jul 21, 2020
Anirudh Anil Ojha, Rohin Garg, Shashank Gupta, Ashutosh Modi

* 10 pages, 1 figure, 4 tables. For associated code, see https://github.com/gargrohin/Counterfactuals-NLP. Accepted at Proceedings of 14th International Workshop on Semantic Evaluation (SemEval-2020) 

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Multi-Task Learning for Extraction of Adverse Drug Reaction Mentions from Tweets


Feb 14, 2018
Shashank Gupta, Manish Gupta, Vasudeva Varma, Sachin Pawar, Nitin Ramrakhiyani, Girish K. Palshikar

* Accepted at ECIR18 as full paper (12 pages) 

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Co-training for Extraction of Adverse Drug Reaction Mentions from Tweets


Feb 14, 2018
Shashank Gupta, Manish Gupta, Vasudeva Varma, Sachin Pawar, Nitin Ramrakhiyani, Girish K. Palshikar

* Accepted at ECIR18 as short paper (6 pages) 

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Semi-Supervised Recurrent Neural Network for Adverse Drug Reaction Mention Extraction


Sep 06, 2017
Shashank Gupta, Sachin Pawar, Nitin Ramrakhiyani, Girish Palshikar, Vasudeva Varma

* Accepted at DTMBIO workshop, CIKM 2017. To appear in BMC Bioinformatics. Pls cite that version 

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Deep Learning for Hate Speech Detection in Tweets


Jun 01, 2017
Pinkesh Badjatiya, Shashank Gupta, Manish Gupta, Vasudeva Varma

* In Proceedings of ACM WWW'17 Companion, Perth, Western Australia, Apr 2017 (WWW'17), 2 pages 

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