Financial sentiment analysis: techniques and applications

• Main Author: Du, Zidong
• Other Authors: Erik Cambria
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2025
• Subjects: Computer and Information Science
• Online Access: https://hdl.handle.net/10356/182420
• Institution: Nanyang Technological University

Financial Sentiment Analysis (FSA) is an important domain application of sentiment analysis, with research categorized into technique-driven and application-driven tracks. The former explores human-annotated datasets to enhance FSA task performance, while the latter, gaining more attention recently,...