BMO Partners with Vector Institute to Develop Advanced Financial Deep Learning Models
BMO Financial Group has partnered with the Vector Institute for Artificial Intelligence to train a new, leading-edge deep learning model specifically designed for the finance sector. Guided by the principle that improved model performance directly enhances revenue and reduces costs, BMO’s AI Capabilities Team collaborates with Vector researchers to convert academic advancements into industrial applications. A key outcome of this partnership is the development of a financial version of BERT, a state-of-the-art natural language processing (NLP) model. Applied Machine Learning Researcher Stella Wu led the initiative, enriching the model with over 182 million finance-related terms to accurately analyze market sentiment. This collaboration not only accelerates BMO’s technical capabilities through access to top-tier research but also aids in talent retention by providing employees with inspiring, cutting-edge work environments. The project exemplifies BMO’s strategy of integrating AI deeply into business operations to drive strategic value, demonstrating how specialized AI solutions can significantly outperform generic models in accuracy and business impact.
Wire timeline
BMO Partners with Vector Institute to Develop Advanced Financial Deep Learning Models
BMO Financial Group has partnered with the Vector Institute for Artificial Intelligence to train a new, leading-edge deep learning model specifically designed for the finance sector. Guided by the principle that improved model performance directly enhances revenue and reduces costs, BMO’s AI Capabilities Team collaborates with Vector researchers to convert academic advancements into industrial applications. A key outcome of this partnership is the development of a financial version of BERT, a state-of-the-art natural language processing (NLP) model. Applied Machine Learning Researcher Stella Wu led the initiative, enriching the model with over 182 million finance-related terms to accurately analyze market sentiment. This collaboration not only accelerates BMO’s technical capabilities through access to top-tier research but also aids in talent retention by providing employees with inspiring, cutting-edge work environments. The project exemplifies BMO’s strategy of integrating AI deeply into business operations to drive strategic value, demonstrating how specialized AI solutions can significantly outperform generic models in accuracy and business impact.
Vector Institute for Artificial Intelligence