Dear all,
again a thread on some of the academic papers which I have come across describing usage of generative AI in investment management (apologies, I am German, thereby the convoluted sentences).
Please feel free to any papers you have come across as a reply.
And I am mostly referring to the papers on SSRN. Often you can find them directly on the internet as well, but the SSRN account is for free, and provides you with everything in one place.
Cheers, flo
Kim, Alex G. and Muhn, Maximilian and Nikolaev, Valeri V., Financial Statement Analysis with Large Language Models (November 07, 2024). Chicago Booth Research Paper, Fama-Miller Working Paper, Available at SSRN: https://ssrn.com/abstract=4835311 or http://dx.doi.org/10.2139/ssrn.4835311
Kim, Alex G. and Nikolaev, Valeri V., Context-Based Interpretation of Financial Information (November 20, 2024). Forthcoming in the Journal of Accounting Research, Chicago Booth Research Paper No. 23-08, Available at SSRN: https://ssrn.com/abstract=4317208 or http://dx.doi.org/10.2139/ssrn.4317208
Fatouros, Georgios and Metaxas, Konstantinos and Soldatos, John and Kyriazis, Dimosthenis, Can Large Language Models Beat Wall Street? Unveiling the Potential of AI in Stock Selection (January 13, 2024). Available at SSRN: https://ssrn.com/abstract=4693849 or http://dx.doi.org/10.2139/ssrn.4693849
Ming, Jason and Malloch, Hamish and Westerholm, P. Joakim, Can ChatGPT Replicate Analyst Recommendations? (May 7, 2024). Available at SSRN:
https://ssrn.com/abstract=4819470
Fieberg, Christian and Hornuf, Lars and Streich, David, Using large language models for financial advice (August 06, 2024). Available at SSRN: https://ssrn.com/abstract=4850039 or http://dx.doi.org/10.2139/ssrn.4850039
[2303.17564] BloombergGPT: A Large Language Model for Finance
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Florian U. Esterer
IASB Board Member
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