NLP And Society - A Perspective from Sentiment and Emotion Analysis and Mental Health Monitoring
Channel: AI Institute at UofSC - #AIISC
Date: 2022-09-20

Title - NLP And Society - A Perspective from Sentiment and Emotion Analysis and Mental Health Monitoring
Speaker - Prof. Pushpak Bhattacharya
Bio: Dr. Pushpak Bhattacharyya is a Professor of Computer Science and Engineering at IIT Bombay. He has done extensive research in Natural Language Processing and Machine Learning. Some of his noteworthy contributions are IndoWordnet, Eye Tracking assisted NLP, Low Resource MT, Multimodal multitasked multilingual sentiment and emotion analysis, and Knowledge Graph-Deep Learning Synergy in Information Extraction and Question Answering. He has published close to 400 research papers, has authored/co-authored 6 books including a textbook on machine translation, and has guided more than 350 students for their Ph.D., master's, and Undergraduate thesis. Prof. Bhattacharyya is a Fellow of the National Academy of Engineering, Abdul Kalam National Fellow, Distinguished Alumnus of IIT Kharagpur, past Director of IIT Patna, and past President of ACL. http://www.cse.iitb.ac.in/~pb 

Abstract: In this talk, we describe our long-standing work on sentiment and emotion analysis, and also the use of NLP for mental health monitoring. The last mentioned is a stigma that society prefers to keep under cover, but with hazardous consequences. We describe our contribution to the techniques of sentiment and emotion analysis often multimodal, multitasking, and multilingual. Such techniques have also proven useful in monitoring mental distress and providing positivity and hope through NLP agents. The work reported is the result of efforts of generations of students, and has found a place in top journals and conferences.