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Optimizing ESG reporting: Innovating with E-BERT models in nature language processing · Study

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ArticleOptimizing ESG reporting: Innovating with E-BERT models in nature language processing

Mengdi Zhang2024

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Articlegreen2024

Optimizing ESG reporting: Innovating with E-BERT models in nature language processing

Mengdi Zhang · Zhiheng Zhao · Shuaian Wang · George Q. Huang

39 citations·0/0 files stored·Expert Systems with Applications

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Corporate Social Responsibility Reporting Topic Modeling Sustainable Finance and Green Bonds

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References

2010Does Corporate Social Responsibility Affect the Cost of Capital?2021Firms and social responsibility: A review of ESG and CSR research in corporate finance 2018Corporate Social Responsibility and Firm Risk: Theory and Empirical Evidence 2023Do ESG ratings promote corporate green innovation? A quasi-natural experiment based on SynTao Green Finance's ESG ratings 2020Eco-innovation and energy productivity: New determinants of renewable energy consumption 2021Which Corporate ESG News Does the Market React To?2022Is government regulation a push for corporate environmental performance? Evidence from China 2023Can ESG ratings mitigate managerial myopia? Evidence from Chinese listed companies

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2025ESG-KIBERT: A new paradigm in ESG evaluation using NLP and industry-specific customization

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Details

Year2024

Typearticle

Published2024-11-27

VenueExpert Systems with Applications

ISSN-L0957-4174

Languageen

Citations39

Files0 public / 0

ShelfCorporate Social Responsibility Reporting

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doi10.1016/j.eswa.2024.125931

openalex_workW4404763494

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