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Showing 1 to 1 of 1 for “"labeling inconsistency"”.
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Detection and Mitigation of Bias in Machine Learning Software and Datasets
… to support the detection and mitigation of labeling inconsistency bias in sentiment analysis datasets for software engineering (SE). A labeling inconsistency arises when two similar sentences in the datasets have different labels, whereas they should ideally have the same labels. Our major …