Stefan Schroedl

Improving Large-Scale Conversational Assistants using Model Interpretation based Training Sample Selection

This paper presents an approach to identify samples from live traffic where the customer implicitly communicated satisfaction with Alexa’s responses, by leveraging interpretations of model behavior. Such customer signals are noisy and adding a large number of samples from live traffic to training se…