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...
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 |
Similar Items
-
Mapping ESG Trends by Distant Supervision of Neural Language Models
by: Natraj Raman, et al.
Published: (2020-10-01) -
Quantitative ESG disclosure and divergence of ESG ratings
by: Min Liu
Published: (2022-08-01) -
Analiza ESG spółek z indeksu RESPECT na podstawie bazy ASSET4 ESG
by: Hanna Sikacz, et al.
Published: (2017-12-01) -
Analiza ESG spółek z indeksu RESPECT na podstawie bazy ASSET4 ESG
by: Hanna Sikacz, et al.
Published: (2017-12-01) -
Features of ESG rating of Russian companies
by: Finogenova Yulia Y.
Published: (2023-01-01)