Analyzing the Effects of Topics Underlying Companies' Financial Disclosures about Risk Factors on Prediction of ESG Risk Ratings: Emphasis on BERTopic

Min Gyeong Kim, Kyu-Sung Kim, Kun Chang Lee. Analyzing the Effects of Topics Underlying Companies' Financial Disclosures about Risk Factors on Prediction of ESG Risk Ratings: Emphasis on BERTopic. In Shusaku Tsumoto, Yukio Ohsawa, Lei Chen 0002, Dirk Van den Poel, Xiaohua Hu 0001, Yoichi Motomura, Takuya Takagi, Lingfei Wu, Ying Xie, Akihiro Abe, Vijay Raghavan 0001, editors, IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022. pages 4520-4527, IEEE, 2022. [doi]

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