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Probabilistic Extension of Precision, Recall, and F1 Score for More Thorough Evaluation of Classification Models
We present a probabilistic extension of Precision, Recall, and F1 score, which we refer to as confidence-Precision (cPrecision), confidence-Recall (cRecall), and confidence-F1 (cF1) respectively.
Contextual Data Augmentation for Task-Oriented Dialog Systems
While dialog response generation has been widely studied on the agent side, it is not evident if similar generative models can be used to generate a large variety of, and often unexpected, user inputs that real dialog systems encounter in practice.
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