[HTML][HTML] Greenwashing, sustainability reporting, and artificial intelligence: A systematic literature review

W Moodaley, A Telukdarie - Sustainability, 2023 - mdpi.com
The rise of stakeholder interest globally in sustainable business practices has resulted in a
rise in demands from stakeholders that companies report on the environmental and social …

[HTML][HTML] Evaluation of non-financial information and its contribution to advancing the sustainable development goals within the Spanish banking sector

F Aguado-Correa, JJ de la Vega-Jiménez… - European Research on …, 2023 - Elsevier
Non-financial information and its contribution to the achievement of each Sustainable
Development Goal (SDG) are assuming great relevance in the business world, in which it is …

How can machine learning advance quantitative asset management?

D Blitz, T Hoogteijling, H Lohre… - Available at SSRN …, 2023 - papers.ssrn.com
The emerging literature suggests that machine learning (ML) is beneficial in many asset
pricing applications because of its ability to detect and exploit nonlinearities and interaction …

[HTML][HTML] A roberta approach for automated processing of sustainability reports

M Angin, B Taşdemir, CA Yılmaz, G Demiralp, M Atay… - Sustainability, 2022 - mdpi.com
There is a strong need and demand from the United Nations, public institutions, and the
private sector for classifying government publications, policy briefs, academic literature, and …

ESG to SDG: Do Sustainable Investing Ratings Align with the Sustainability Preferences of Investors, Regulators, and Scientists?

JA Van Zanten, J Huij - Regulators, and Scientists, 2022 - papers.ssrn.com
Sustainable investors aim to invest in companies that contribute to sustainable development.
However, there is disagreement on how best to measure corporate sustainability …

[PDF][PDF] Corporate sustainability performance: Introducing an SDG score and testing its validity relative to ESG ratings

JA Van Zanten, J Huij - Available at SSRN, 2022 - worthwhileinc.com
Although sustainable investing is becoming a mainstream ambition, investors disagree on
how to best measure corporate sustainability performance (CSP). Environmental, Social …

[HTML][HTML] A computational approach to evaluating curricular alignment to the united nations sustainable development goals

P Lemarchand, M McKeever, C MacMahon… - Frontiers in …, 2022 - frontiersin.org
The United Nations (UN) considers universities to be key actors in the pursuit of the
Sustainable Development Goals (SDGs). Yet, efforts to evaluate the embeddedness of the …

Natural Language Processing meets Accounting and Finance: Review and Performance Comparison of Textual Analysis Approaches

N Webersinke - Available at SSRN, 2023 - papers.ssrn.com
Deep learning approaches have revolutionized Natural Language Processing (NLP) and
textual analysis in the last decade. The performance of the popular chatbot ChatGPT is an …

[BOOK][B] Perspectives in sustainable equity investing

G Coqueret - 2022 - taylorfrancis.com
Sustainable investing has recently gained traction throughout the world. This trend has
multiple sources, which span from genuine ethical concerns to hopes of performance …

[HTML][HTML] Environmental, social, and governance (ESG) and artificial intelligence in finance: State-of-the-art and research takeaways

T Lim - Artificial Intelligence Review, 2024 - Springer
The rapidly growing research landscape in finance, encompassing environmental, social,
and governance (ESG) topics and associated Artificial Intelligence (AI) applications …