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[email protected]: Sentiment Classification of Code-Mixed Tweets using Bi-Directional RNN and Language Tags


Oct 20, 2020
Sainik Kumar Mahata, Dipankar Das, Sivaji Bandyopadhyay


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[email protected] Task 9:Sentiment Analysis of Hindi-English code mixed data using Grid Search Cross Validation


Sep 02, 2020
Avishek Garain, Sainik Kumar Mahata, Dipankar Das


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Development of POS tagger for English-Bengali Code-Mixed data


Jul 29, 2020
Tathagata Raha, Sainik Kumar Mahata, Dipankar Das, Sivaji Bandyopadhyay

* Accepted and published in The sixteenth International Conference on Natural Language Processing (ICON-2019) 

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Preparation of Sentiment tagged Parallel Corpus and Testing its effect on Machine Translation


Jul 28, 2020
Sainik Kumar Mahata, Amrita Chandra, Dipankar Das, Sivaji Bandyopadhyay


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[email protected] Task 9:Sentiment Analysis of Hindi-English code mixed data


Jul 24, 2020
Avishek Garain, Sainik Kumar Mahata, Dipankar Das


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Investigating Deep Learning Approaches for Hate Speech Detection in Social Media


May 29, 2020
Prashant Kapil, Asif Ekbal, Dipankar Das

* 12 pages, 2 figures, 8 tables. Accepted in CICLing: International Conference on Computational Linguistics and Intelligent Text Processing, 2019. Modified after reviewer comments 

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Code-Mixed to Monolingual Translation Framework


Nov 22, 2019
Sainik Kumar Mahata, Soumil Mandal, Dipankar Das, Sivaji Bandyopadhyay

* 6 pages, 3 figures, 2 tables 

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K-TanH: Hardware Efficient Activations For Deep Learning


Oct 21, 2019
Abhisek Kundu, Sudarshan Srinivasan, Eric C. Qin, Dhiraj Kalamkar, Naveen K. Mellempudi, Dipankar Das, Kunal Banerjee, Bharat Kaul, Pradeep Dubey

* 14 pages, 14 figures 

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High Performance Scalable FPGA Accelerator for Deep Neural Networks


Aug 29, 2019
Sudarshan Srinivasan, Pradeep Janedula, Saurabh Dhoble, Sasikanth Avancha, Dipankar Das, Naveen Mellempudi, Bharat Daga, Martin Langhammer, Gregg Baeckler, Bharat Kaul


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Modeling Engagement Dynamics of Online Discussions using Relativistic Gravitational Theory


Aug 10, 2019
Subhabrata Dutta, Dipankar Das, Tanmoy Chakraborty


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JUMT at WMT2019 News Translation Task: A Hybrid approach to Machine Translation for Lithuanian to English


Aug 01, 2019
Sainik Kumar Mahata, Avishek Garain, Adityar Rayala, Dipankar Das, Sivaji Bandyopadhyay

* arXiv admin note: substantial text overlap with arXiv:1908.00323 

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JUCBNMT at WMT2018 News Translation Task: Character Based Neural Machine Translation of Finnish to English


Aug 01, 2019
Sainik Kumar Mahata, Dipankar Das, Sivaji Bandyopadhyay


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A Study of BFLOAT16 for Deep Learning Training


Jun 13, 2019
Dhiraj Kalamkar, Dheevatsa Mudigere, Naveen Mellempudi, Dipankar Das, Kunal Banerjee, Sasikanth Avancha, Dharma Teja Vooturi, Nataraj Jammalamadaka, Jianyu Huang, Hector Yuen, Jiyan Yang, Jongsoo Park, Alexander Heinecke, Evangelos Georganas, Sudarshan Srinivasan, Abhisek Kundu, Misha Smelyanskiy, Bharat Kaul, Pradeep Dubey


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Mixed Precision Training With 8-bit Floating Point


May 29, 2019
Naveen Mellempudi, Sudarshan Srinivasan, Dipankar Das, Bharat Kaul


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SMT vs NMT: A Comparison over Hindi & Bengali Simple Sentences


Dec 12, 2018
Sainik Kumar Mahata, Soumil Mandal, Dipankar Das, Sivaji Bandyopadhyay


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Out-of-Distribution Detection Using an Ensemble of Self Supervised Leave-out Classifiers


Sep 04, 2018
Apoorv Vyas, Nataraj Jammalamadaka, Xia Zhu, Dipankar Das, Bharat Kaul, Theodore L. Willke


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How did the discussion go: Discourse act classification in social media conversations


Aug 07, 2018
Subhabrata Dutta, Tanmoy Chakraborty, Dipankar Das


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Language Identification of Bengali-English Code-Mixed data using Character & Phonetic based LSTM Models


Jun 27, 2018
Soumil Mandal, Sourya Dipta Das, Dipankar Das

* 6 pages, 5 figures, 5 tables 

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Sentiment Analysis of Code-Mixed Indian Languages: An Overview of SAIL_Code-Mixed Shared Task @ICON-2017


Mar 18, 2018
Braja Gopal Patra, Dipankar Das, Amitava Das


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Analyzing Roles of Classifiers and Code-Mixed factors for Sentiment Identification


Mar 15, 2018
Soumil Mandal, Dipankar Das

* 18th International Conference on Computational Linguistics and Intelligent Text Processing, CICLing 2017 (RCS) 

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Preparing Bengali-English Code-Mixed Corpus for Sentiment Analysis of Indian Languages


Mar 11, 2018
Soumil Mandal, Sainik Kumar Mahata, Dipankar Das

* The 13th Workshop on Asian Language Resources (ALR), collocated with LREC 2018 

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Mixed Precision Training of Convolutional Neural Networks using Integer Operations


Feb 23, 2018
Dipankar Das, Naveen Mellempudi, Dheevatsa Mudigere, Dhiraj Kalamkar, Sasikanth Avancha, Kunal Banerjee, Srinivas Sridharan, Karthik Vaidyanathan, Bharat Kaul, Evangelos Georganas, Alexander Heinecke, Pradeep Dubey, Jesus Corbal, Nikita Shustrov, Roma Dubtsov, Evarist Fomenko, Vadim Pirogov

* Published as a conference paper at ICLR 2018 

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On Scale-out Deep Learning Training for Cloud and HPC


Jan 24, 2018
Srinivas Sridharan, Karthikeyan Vaidyanathan, Dhiraj Kalamkar, Dipankar Das, Mikhail E. Smorkalov, Mikhail Shiryaev, Dheevatsa Mudigere, Naveen Mellempudi, Sasikanth Avancha, Bharat Kaul, Pradeep Dubey

* Accepted in SysML 2018 conference 

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RAIL: Risk-Averse Imitation Learning


Nov 29, 2017
Anirban Santara, Abhishek Naik, Balaraman Ravindran, Dipankar Das, Dheevatsa Mudigere, Sasikanth Avancha, Bharat Kaul

* Accepted for presentation in Deep Reinforcement Learning Symposium at NIPS 2017 

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Ternary Residual Networks


Oct 31, 2017
Abhisek Kundu, Kunal Banerjee, Naveen Mellempudi, Dheevatsa Mudigere, Dipankar Das, Bharat Kaul, Pradeep Dubey


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Determining sentiment in citation text and analyzing its impact on the proposed ranking index


Jul 05, 2017
Souvick Ghosh, Dipankar Das, Tanmoy Chakraborty

* Sentiment Analysis, Citation, Citation Sentiment Analysis, Citation Polarity, Ranking, Bibliometrics 

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