Tom Schöner

Word-Level Uncertainty Estimation for Black-Box Text Classifiers using RNNs

Estimating uncertainties of Neural Network predictions paves the way towards more reliable and trustful text classifications. However, common uncertainty estimation approaches remain as black-boxes without explaining which features have led to the uncertainty of a prediction. This hinders users from…