Using AI to assess corporate climate transition disclosures

C Colesanti Senni, T Schimanski… - Environmental …, 2024 - iopscience.iop.org
Company transition plans toward a low-carbon economy are key for effective capital
allocation and risk management. This paper proposes a set of 64 indicators to …

Pricing of green regulatory and technological risks

H Mathurin - Available at SSRN 5065450, 2024 - papers.ssrn.com
I use text analysis of US firms' press releases to build monthly measures of their exposure to
environmental policies and to green technologies. I estimate the associated regulatory risk …

Combining AI and Domain Expertise to Assess Corporate Climate Transition Disclosures

C Colesanti Senni, T Schimanski, J Bingler… - Available at SSRN …, 2024 - papers.ssrn.com
Companies need sound planning to reduce their emissions and deal with the transition to a
more sustainable economy. The disclosure of such plans is key for effective capital …

The Incident-Driven Green Products

Y Zhang - Available at SSRN 4908691, 2024 - papers.ssrn.com
We employ the ChatGPT model with machine learning techniques to identify green products
in the US product markets. Approximately 3.7% of US product announcements from 2002 to …

Strategic interactions in the ecological transition: Quantitative approaches in climate finance

F Cartellier - 2024 - theses.hal.science
This thesis models the strategic behavior and interactions of key players in the low-carbon
transition, and the impact they have on its progress. It pays particular attention to the role of …

Evaluating Climate Sentiment in SEC 10-K Filings: S&P 50 Companies

R Chu - 2024 - academicworks.cuny.edu
Abstract Evaluating Climate Sentiment in SEC 10-K Filings: S&P 50 Companies investigates
how climate sentiment is portrayed in corporate financial reporting, focusing on SEC 10-K …