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Fall 2017
The task of entity resolution, also known as record linkage, is to find out which records refer to the same entity across several datasets and link them together. In real applications, record linkage is widely used in multiple fields, such as business, healthcare, criminal investigation, among...
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Probing the Robustness of Pre-trained Language Models for Structured and Unstructured Entity Matching
DownloadSpring 2023
The paradigm of fine-tuning Pre-trained Language Models (PLMs) has been successful in Entity Matching (EM). Many contemporary works leverage PLM-based models to push the state of the results. However, using the power of transformer-based models has some downsides in this task. Despite their...