Soft labeling constraint for generalizing from sentiments in single domain

• Main Authors: Roy, Abhinaba, Cambria, Erik
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Domain Generalization; Sentiment Analysis
• Online Access: https://hdl.handle.net/10356/162071
• Institution: Nanyang Technological University

In this work, we deal with domain generalization in sentiment analysis. In traditional domain generalization systems, multiple source domains are used to generalize to a single target domain. However, we tackle the scenario where examples of sentiments from only one domain are available. Recent work...