Marco Paina

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Multimodal Models (1)Natural Language Processing (1)Recommendation & Information Retrieval (1)

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Manuel Noseda (1)Nathan Soldati (1)

Papers (1)

May 25, 2026

ETH3w ago

Predicting Stock Price Direction on Earnings Announcement Days using Multi-modal Deep Learning

Transformers beat LSTMs at predicting volatile stock price movements on earnings announcement days, and news sentiment consistently improves performance.

Manuel Noseda, Nathan Soldati, Marco Paina

Multimodal Models Natural Language Processing Recommendation & Information Retrieval

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Marco Paina

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)