Blog post: Clinical Natural Language Processing – Transfer Learning and Weak Supervision (using spaCy and Prodigy)

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Just came across this blog post on Towards Data Science by Katie Morris Claveau: it explains how the team built a dataset and developed a model for detecting Covid symptoms in clinical data, using spaCy and Prodigy. The post also includes some integesting insights into the annotation strategy and working with expert annotators, and it covers the strategy and modivation, including selective sampling for annotation, weak supervision and responsible AI fairness techniques.

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