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Author

I. El Azami

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Open access Oct 2026

S&P 500 forecasting with financial news sentiment using FinBERT-CNN-LSTM

Accurate stock market forecasting remains challenging due to the nonlinear, noisy, and volatile nature of financial markets. Beyond historical prices, market movements are influenced by financial news and investor sentiment. This study proposes a hybrid financial bidirectional encoder representations from transformers...

Zakaria Al Bakkari, I. El Azami, Adil El Makrani · 0 citations

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