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ID: datasetdriftmetrics
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Characterizing and Measuring Linguistic Dataset Drift
AbstractNLP models often degrade in performance when real world data distributions differ markedly from training data. However, existing dataset drift metrics in NLP have generally not considered specific dimensions of …...