Polarity and subjectivity detection with multitask learning and BERT embedding

• Main Authors: Satapathy, Ranjan, Pardeshi, Shweta Rajesh, Cambria, Erik
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering; Multitask Learning; Polarity Detection
• Online Access: https://hdl.handle.net/10356/168631
• Institution: Nanyang Technological University

In recent years, deep learning-based sentiment analysis has received attention mainly because of the rise of social media and e-commerce. In this paper, we showcase the fact that the polarity detection and subjectivity detection subtasks of sentiment analysis are inter-related. To this end, we propo...