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Miklos V. Vasarhelyi

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#explainable ai Review Open access Sep 2026

Predicting, Using, and Assessing ESG Signals: A Tripartite Systematic Review of Machine Learning in Sustainable Finance

A PRISMA-guided systematic review of 127 peer-reviewed studies to examine how machine learning (ML), deep learning (DL), Natural Language Processing (NLP), and Explainable AI (XAI) are transforming ESG rating analysis develops a tripartite framework classifying studies by the functional role of the ESG score.

Imane El Imami, A. el Alaoui, Bassma Guermah et al. · 0 citations

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