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Assessing the alignment of corporate ESG disclosures with the UN sustainable development goals: a BERT-based text analysis

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Pubblicato in:Data Technologies and Applications vol. 59, no. 1 (2025), p. 19-40
Autore principale: Kim, Hyogon
Altri autori: Lee, Eunmi, Yoo, Donghee
Pubblicazione:
Emerald Group Publishing Limited
Soggetti:
Samsung Electronics Co Ltd
United States > US
Form 10-K
Data processing
Trends
Data mining
International organizations
Environmental impact
Keywords
Investors
Social responsibility
Neural networks
Public companies
Sustainable development
Text analysis
Decision making
Impact analysis
Sentences
Environmental social & governance
Disclosure
Models
Companies
Sustainability
COVID-19
Classifiers
Global perspective
Interlocking directorates
Business
Textual analysis
Pandemics
Investments
Language modeling
Literature Reviews
World Problems
Predominantly White Institutions
Influence of Technology
Sex Fairness
Developed Nations
Language Processing
Accesso online:Citation/Abstract
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