Regular biography
Soujanya Poria is an Associate Professor in the Department of Electrical and Electronic Engineering at Nanyang Technological University. Her research interests include Multimodal Artificial Intelligence, Natural Language Processing, and Large Language Models. She can be contacted via email at soujanya.poria@ntu.edu.sg or through her profile page at https://dr.ntu.edu.sg/entities/person/Soujanya-Poria.
Scholar-generated biography
Soujanya Poria is an Associate Professor in Electrical and Electronic Engineering at Nanyang Technological University. Her research focuses on Sentiment Analysis, Multimodal Interaction, Natural Language Processing, and Affective Computing. She has contributed significantly to the development of multimodal datasets and advanced models for emotion recognition in conversations. Her work explores the integration of audio, visual, and textual data to enhance sentiment analysis and emotion detection in natural language processing tasks. Poria's research emphasizes the use of deep learning techniques, including recurrent neural networks, graph convolutional networks, and multimodal fusion methods, to improve the understanding of human communication.