The Potential of AI in Performing Financial Sentiment Analysis for Predicting Entrepreneur Survival - Université de Picardie Jules Verne
Article Dans Une Revue Administrative Sciences Année : 2024

The Potential of AI in Performing Financial Sentiment Analysis for Predicting Entrepreneur Survival

Résumé

The aim of this study is to investigate the potential of ChatGPT in analyzing the financial sentiment analysis of entrepreneurs. Sentiment analysis involves detecting if it is positive, negative, or neutral from a text. We examine several prompts on ChatGPT-4, ChatGPT-4.0, and LeChat-Mistral and compare the results with FinBERT. Then, we examine the correlation between scores given by both tools with the type, size, and age of the company. The results have shown that scores given by FinBERT are mostly significant and positively correlated with sustainable variables. By sharing these results, we hope to stimulate future research and advances in the field of financial services, particularly bank loans.
Fichier non déposé

Dates et versions

hal-04698410 , version 1 (16-09-2024)

Identifiants

Citer

Lina Saleh, Samer Semaan. The Potential of AI in Performing Financial Sentiment Analysis for Predicting Entrepreneur Survival. Administrative Sciences, 2024, 14 (9), pp.220. ⟨10.3390/admsci14090220⟩. ⟨hal-04698410⟩

Collections

U-PICARDIE CRIISEA
18 Consultations
0 Téléchargements

Altmetric

Partager

More