SMCalFlow
Related Papers
Task-Oriented Dialogue as Dataflow Synthesis
AbstractWe describe an approach to task-oriented dialogue in which dialogue state is represented as a dataflow graph. A dialogue agent maps each user utterance to a program that extends this …...
Value-Agnostic Conversational Semantic Parsing
AbstractConversational semantic parsers map user utterances to executable programs given dialogue histories composed of previous utterances, programs, and system responses. Existing parsers typically condition on rich representations of history that …...
Few-Shot Semantic Parsing with Language Models Trained on Code
AbstractLarge language models can perform semantic parsing with little training data, when prompted with in-context examples. It has been shown that this can be improved by formulating the problem as …...
Online Semantic Parsing for Latency Reduction in Task-Oriented Dialogue
AbstractStandard 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 …...