Nested Sentiment Analysis for ESG Impact: Leveraging FinBERT to Predict Market Dynamics Based on Eco-Friendly and Non-Eco-Friendly Product Perceptions with Explainable AI
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- Priyank Sonkiya & Vikas Bajpai & Anukriti Bansal, 2021. "Stock price prediction using BERT and GAN," Papers 2107.09055, arXiv.org.
- Mark Anthony Camilleri & Livio Cricelli & Roberto Mauriello & Serena Strazzullo, 2023. "Consumer Perceptions of Sustainable Products: A Systematic Literature Review," Sustainability, MDPI, vol. 15(11), pages 1-18, June.
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- Wu, Wei & Xu, Meiqi & Su, Ruiqian & Ullah, Kaleem, 2024. "Modeling crude oil volatility using economic sentiment analysis and opinion mining of investors via deep learning and machine learning models," Energy, Elsevier, vol. 289(C).
- Frank Xing, 2024. "Designing Heterogeneous LLM Agents for Financial Sentiment Analysis," Papers 2401.05799, arXiv.org.
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Keywords
ESG factors; sentiment analysis; FinBERT; explainable AI (XAI); sustainable investment; environmental sustainability;All these keywords.
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