ESG2PreEM: Automated ESG grade assessment framework using pre-trained ensemble models

Incorporating environmental, social, and governance (ESG) criteria is essential for promoting sustainability in business and is considered a set of principles that can increase a firm’s value. This research proposes a strategy using text-based automated techniques to rate ESG. For autonomous classif...

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Bibliographic Details
Main Authors: Haein Lee, Seon Hong Lee, Heungju Park, Jang Hyun Kim, Hae Sun Jung
Format: Article
Language:English
Published: Elsevier 2024-02-01
Series:Heliyon
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844024024356