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Rethinking Numerical Representations for Deep Neural Networks
With ever-increasing computational demand for deep learning, it is criti...
08/07/2018 ∙ by Parker Hill, et al. ∙
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Outlier Detection for Improved Data Quality and Diversity in Dialog Systems
In a corpus of data, outliers are either errors: mistakes in the data th...
04/05/2019 ∙ by Stefan Larson, et al. ∙
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An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction
Task-oriented dialog systems need to know when a query falls outside the...
09/04/2019 ∙ by Stefan Larson, et al. ∙
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