Library

Publications, talks, reports, and patents from AI teams across Manulife.

Browse by Type

• Publications — peer-reviewed papers and preprints
• Talks — conference presentations and invited talks
• Partnership — academic and industry collaborations

All Items

• 2026 A Practical Algorithm for Feature-Rich, Non-Stationary Bandit Problems publication Transactions on Machine Learning Research
• 2026 A Momentum-Based Normalization Framework for Generating Profitable Analyst Sentiment Signals publication Journal of Risk and Financial Management
• 2026 Understanding Multi-Structured Documents via LLMs publication ECIR 2026 (Industry Track)
• 2025 Implementing Retrieval Augmented Generation Technique on Unstructured and Structured Data Sources in a Call Center of a Large Financial Institution publication NAACL 2025 (Industry Track)
• 2024 Reactive to Preventive: Managing Fraud with Databricks OpenCV and GenAI talk Databricks Data+AI Summit
• 2024 Fin-ALICE: Artificial Linguistic Intelligence Causal Econometrics publication Journal of Risk and Financial Management
• 2023 The Emotion Magnitude Effect: Navigating Market Dynamics Amidst Supply Chain Events publication Journal of Risk and Financial Management
• 2023 Enhancing Financial Market Analysis and Prediction with Emotion Corpora and News Co-occurrence Network publication Journal of Risk and Financial Management
• 2023 Using Social Media to Help Understand Patient-Reported Health Outcomes of Post-COVID-19 Condition: Natural Language Processing Approach publication Journal of Medical Internet Research