aiESG Data Scientist Chao Li authored the paper "Investor's ESG tendency probed by pre-trained transformers", which was published on November 21, 2024 in the journalCorporate Social Responsibility and Environmental ManagementThe article was published in

li, C., Keeley, A. R., Takeda, S., Seki, D., & Managi, S. (2024). Investor's ESG Tendency Probed by Pre-Trained Transformers. Corporate Social Responsibility and Environmental Management. https://doi.org/10.1002/csr.3055


The AI technology used in this paper is also used in "aiESG for IR" to calculate an objective ESG score based on a company's integrated report.

aiESG launches "aiESG for IR," an integrated report evaluation service using generative AI - Scoring consistency between integrated reports and global ESG requests


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