Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing

Shufan Wang, Sebastien Jean, Sailik Sengupta +3

In executable task-oriented semantic parsing, the system aims to translate users' utterances in natural language to machine-interpretable programs (API calls) that can be executed…