Lexicon-based prompt for financial dimensional sentiment analysis

Published: 01 Jan 2024, Last Modified: 08 Apr 2025Expert Syst. Appl. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We analyze existing domain migration methods and point out their shortcomings.•We propose a lexicon-based prompt method that can incorporate dictionary information into a language model to improve model accuracy.•The experimental results demonstrate that the proposed method yields better accuracy and can be applied to various neural network architectures.
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