Deepak Kumar

Deepak Kumar

Intersted in DOTA 2 and ML research. ; PhD student at Johannes Kepler University.

Publications

NLP@NISER: Classification of COVID19 tweets containing symptoms

Published in Proceedings of the Sixth Social Media Mining for Health (#SMM4H) Workshop and Shared Task, NAACL 2021, 2021

This paper is about system description of our participation in SMM4H-2021 Shared Task.

Recommended citation: Kumar, Deepak, Nalin Kumar, and Subhankar Mishra. "NLP@ NISER: Classification of COVID19 tweets containing symptoms." Proceedings of the Sixth Social Media Mining for Health (# SMM4H) Workshop and Shared Task. 2021. https://aclanthology.org/2021.smm4h-1.19/

QUARC: Quaternion Multi-Modal Fusion Architecture For Hate Speech Classification

Published in 2021 IEEE International Conference on Big Data and Smart Computing (BigComp), 2009

This paper is about using Quaternion Neural Networks for hate speech classification using multi-modal data.

Recommended citation: D. Kumar, N. Kumar and S. Mishra, "QUARC: Quaternion Multi-Modal Fusion Architecture For Hate Speech Classification," 2021 IEEE International Conference on Big Data and Smart Computing (BigComp), Jeju Island, Korea (South), 2021, pp. 346-349, doi: 10.1109/BigComp51126.2021.00075. https://ieeexplore.ieee.org/document/9373102