๐Ÿ‡ซ๐Ÿ‡ทAutomatic Generation of Bayesian Network Simulators from Financial Texts

Presented at the 9th Annual BayesiaLab Conference on October 15, 2021.


Using Natural Language Understanding (NLU) on millions of texts and optimization, we automatically generate Bayesian Networks centered around financial targets such as the โ€œUSA inflationโ€ or โ€œExxonMobil profitsโ€ with strong predictive capabilities. These Bayesian Networks are then loaded into the BayesiaLab simulation tool to enable the testing of various hypotheses on the future evolution of any of the drivers of the specified target. These capabilities can be applied to publicly listed companies, commodities, or macroeconomic indicators.

Presentation Video


Dr. Olav Laudy, Chief Data Scientist, Causality Link Dr. Pierre Haren, CEO, Causality Link

Last updated


Bayesia USA


Bayesia S.A.S.


Bayesia Singapore


Copyright ยฉ 2024 Bayesia S.A.S., Bayesia USA, LLC, and Bayesia Singapore Pte. Ltd. All Rights Reserved.