On Assessing the Performance of LLMs for Target-Level Sentiment Analysis in Financial News Headlines

On Assessing the Performance of LLMs for Target-Level Sentiment Analysis in Financial News Headlines

The importance of sentiment analysis in the rapidly evolving financial markets is widely recognized for its ability to interpret market trends and inform investment decisions. This study delves into the target-level financial sentiment analysis (TLFSA) of news headlines related to stock. The study c...

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Bibliographic Details
Main Authors: Iftikhar Muhammad, Marco Rospocher
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Algorithms
Subjects:
financial sector
target-level sentiment analysis
traditional methods
large language models
zero-shot learning
Online Access:https://www.mdpi.com/1999-4893/18/1/46
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