Deep Embedding Models in Entity Resolution: Enhancing Performance with Robust Testing and Evaluation
Entity Resolution (ER) involves identifying, linking, and differentiating distinct entities within complex datasets. The use of deep...
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Featured Posts
Olivier Binette
- Apr 1, 2023
- 2 min
Why Evaluation and Measurement Matter
Evaluation is a way of determining the quality or value of something. As new technology, tools, and opinions constantly emerge,...
Olivier Binette
- Apr 1, 2023
- 3 min
Common Pitfalls to Avoid When Estimating ER Performance Metrics
Performance metrics like precision, recall, and F1 score are commonly used to characterize the accuracy of entity resolution systems....
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Valires
- Apr 24, 2023
- 4 min
What is the Role of Entity Resolution in Master Data Management?
Introduction Master Data Management (MDM) is a critical business process that aims to ensure the consistency, accuracy, and compliance of...
Valires
- Apr 23, 2023
- 9 min
What is entity resolution? An in-depth introduction
Entity resolution is a crucial task in data management and analytics. It involves identifying and linking records that refer to the same...
Olivier Binette
- Apr 3, 2023
- 2 min
What is Entity Resolution? A Few Simple Examples
Entity resolution, also known as record linkage, deduplication, entity matching, or identity resolution, is the process of identifying...
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