Improving Robustness of Neural Dialog Systems in a Data-Efficient Way with Turn Dropout

Igor Shalyminov, Sungjin Lee

Neural network-based dialog models often lack robustness to anomalous, out-of-domain (OOD) user input which leads to unexpected dialog behavior and thus considerably limits such mo…