3 papers
cs.LG2024
Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach
Olamilekan Shobayo, Sidikat Adeyemi-Longe, Olusogo Popoola +1
This study explores the comparative performance of cutting-edge AI models, i.e., Finaance Bidirectional Encoder representations from Transsformers (FinBERT), Generatice Pre-trained…
cs.LG2024
GRUvader: Sentiment-Informed Stock Market Prediction
Akhila Mamillapalli, Bayode Ogunleye, Sonia Timoteo Inacio +1
Stock price prediction is challenging due to global economic instability, high volatility, and the complexity of financial markets. Hence, this study compared several machine learn…
cs.CL2024
Sentiment Informed Sentence BERT-Ensemble Algorithm for Depression Detection
Bayode Ogunleye, Hemlata Sharma, Olamilekan Shobayo
The World Health Organisation (WHO) revealed approximately 280 million people in the world suffer from depression. Yet, existing studies on early-stage depression detection using m…