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Leveraging Pre-Trained Machine Learning Models for Efficient Entity Resolution - PPT 

07-25-2023 16:21

Find the PPT attached. 

  • Reltio has introduced pre-trained ML models called "Match IQ" to help with matching and merging profiles in their MDM platform. The first model available is for healthcare providers (HCPs).
  • The goal is to provide customers with highly accurate matching out-of-the-box, eliminating the need for extensive manual configuration of match rules.
  • The models are trained on large third-party datasets as well as anonymized customer data. They run in parallel with rule-based matching.
  • In the future, Reltio plans to expand Match IQ with more models for different entities and industries, localized training, and explainability features.
  • There was a lively Q&A where the presenters discussed topics like combining rules and ML, using ML for already merged profiles, sharing models across environments, and Reltio's broader vision for infusing AI/ML across all their data management capabilities.
  • Overall, Reltio is aiming to leverage ML to improve efficiency and productivity in MDM by auto-resolving more potential matches.



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