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Optimizing ESG reporting: Innovating with E-BERT models in nature language processing
16 references·1 citing·53 second hop
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References

  • 2010Does Corporate Social Responsibility Affect the Cost of Capital?3,461 cited
  • 2021Firms and social responsibility: A review of ESG and CSR research in corporate finance2,874 cited
  • 2018Corporate Social Responsibility and Firm Risk: Theory and Empirical Evidence2,219 cited
  • 2023Do ESG ratings promote corporate green innovation? A quasi-natural experiment based on SynTao Green Finance's ESG ratings641 cited
  • 2020Eco-innovation and energy productivity: New determinants of renewable energy consumption311 cited
  • 2021Which Corporate ESG News Does the Market React To?228 cited
  • 2022Is government regulation a push for corporate environmental performance? Evidence from China191 cited
  • 2023Can ESG ratings mitigate managerial myopia? Evidence from Chinese listed companies176 cited
  • 2024An attention-based CNN-BiLSTM model for depression detection on social media text120 cited
  • 2023Hotspots and trends of environmental, social and governance (ESG) research: a bibliometric analysis118 cited
  • 2010Ratings Reform: The Good, The Bad, and The Ugly66 cited
  • 2023ESG in the financial industry: What matters for rating analysts?63 cited
  • 2023ESG rating disagreement, external attention and stock return: Evidence from China63 cited
  • 2022Can ESG certification help company get out of over-indebtedness? Evidence from China

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62 cited
  • 2022Text mining methodologies with R: An application to central bank texts52 cited
  • 2023ESG score, board structure and the impact of the non-financial reporting directive on European firms46 cited
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    • 2025ESG-KIBERT: A new paradigm in ESG evaluation using NLP and industry-specific customization30 cited