Distribution forecast can quantify forecast uncertainty and provide various forecast scenarios with their corresponding estimated probabilities.
Large end-to-end neural open-domain chatbots are becoming increasingly popular.
Speech-based virtual assistants, such as Amazon Alexa, Google assistant, and Apple Siri, typically convert users' audio signals to text data through automatic speech recognition (ASR) and feed the text to downstream dialog models for natural language understanding and response generation.
no code implementations • 13 Dec 2019 • Naim U. Rashid, Daniel J. Luckett, Jingxiang Chen, Michael T. Lawson, Longshaokan Wang, Yunshu Zhang, Eric B. Laber, Yufeng Liu, Jen Jen Yeh, Donglin Zeng, Michael R. Kosorok
PDX data are characterized by correlated outcomes, a high-dimensional feature space, and a large number of treatments.
Training dialog policies for speech-based virtual assistants requires a plethora of conversational data.
An automated metric to evaluate dialogue quality is vital for optimizing data driven dialogue management.
Advances in mobile computing technologies have made it possible to monitor and apply data-driven interventions across complex systems in real time.