148 citations · 759 across the 35 of their papers we have counts for
9 papers · 1 filter
Code-Mixed to Monolingual Translation Framework
Sainik Kumar Mahata, Soumil Mandal, Dipankar Das +1
The use of multilingualism in the new generation is widespread in the form of code-mixed data on social media, and therefore a robust translation system is required for catering to…
K-TanH: Efficient TanH For Deep Learning
Abhisek Kundu, Alex Heinecke, Dhiraj Kalamkar +7
We propose K-TanH, a novel, highly accurate, hardware efficient approximation of popular activation function TanH for Deep Learning. K-TanH consists of parameterized low-precision…
High Performance Scalable FPGA Accelerator for Deep Neural Networks
Sudarshan Srinivasan, Pradeep Janedula, Saurabh Dhoble +7
Low-precision is the first order knob for achieving higher Artificial Intelligence Operations (AI-TOPS). However the algorithmic space for sub-8-bit precision compute is diverse, w…
Modeling Engagement Dynamics of Online Discussions using Relativistic Gravitational Theory
Subhabrata Dutta, Dipankar Das, Tanmoy Chakraborty
Online discussions are valuable resources to study user behaviour on a diverse set of topics. Unlike previous studies which model a discussion in a static manner, in the present st…
JUMT at WMT2019 News Translation Task: A Hybrid approach to Machine Translation for Lithuanian to English
Sainik Kumar Mahata, Avishek Garain, Adityar Rayala +2
In the current work, we present a description of the system submitted to WMT 2019 News Translation Shared task. The system was created to translate news text from Lithuanian to Eng…
JUCBNMT at WMT2018 News Translation Task: Character Based Neural Machine Translation of Finnish to English
Sainik Kumar Mahata, Dipankar Das, Sivaji Bandyopadhyay
In the current work, we present a description of the system submitted to WMT 2018 News Translation Shared task. The system was created to translate news text from Finnish to Englis…