Financial sentiment analysis for pre-trained language models incorporating dictionary knowledge and neutral features

With increasing financial market complexity, accurate sentiment analysis of financial texts has become crucial. Traditional methods often misinterpret financial terminology and show high error rates in neutral sentiment recognition. This study aims to improve financial sentiment analysis accuracy th...

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Bibliographic Details
Main Authors: Yongyong Sun, Haiping Yuan, Fei Xu
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Natural Language Processing Journal
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S294971912500024X
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