Michael Newman

Online Semantic Parsing for Latency Reduction in Task-Oriented Dialogue

Standard conversational semantic parsing maps a complete user utterance into an executable program, after which the program is executed to respond to the user. This could be slow when the program contains expensive function calls. We investigate the opportunity to reduce latency by predicting and ex…