Predicting interaction quality of conversational assistants with spoken language understanding model confidences

Y Gao, E Piovano, T Soliman… - Proceedings of the …, 2023 - dl.acm.org
In conversational AI assistants, SLU models are part of a complex pipeline composed of
several modules working in harmony. Hence, an update to the SLU model needs to ensure …

Self-Healing Through Error Detection, Attribution, and Retraining

A MacLaughlin, A Rumshisky, R Khaziev… - ICASSP 2023-2023 …, 2023 - ieeexplore.ieee.org
Negative feedback received from users of voice agents can provide valuable training signal
to their underlying ML systems. However, such systems tend to have complex inference …