Sentiment Analysis in Finance: From Transformers Back to eXplainable Lexicons (XLex)

Sentiment Analysis in Finance: From Transformers Back to eXplainable Lexicons (XLex)

Lexicon-based sentiment analysis in finance leverages specialized, manually annotated lexicons created by human experts to extract sentiment from financial texts effectively. Although lexicon-based methods are simple to implement and fast to operate on textual data, they require considerable manual...

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Bibliographic Details
Main Authors: Maryan Rizinski, Hristijan Peshov, Kostadin Mishev, Milos Jovanovik, Dimitar Trajanov
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Machine learning
natural language processing
text classification
sentiment analysis
finance
lexicons
Online Access:https://ieeexplore.ieee.org/document/10380556/

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