Acquiring Hierarchical Task Knowledge from Natural Language Dialogs using GPT-Powered Semantic Parsing

VAL, a neuro-symbolic hybrid system, acquires hierarchical task knowledge from natural language dialogs by leveraging GPT-based subroutines for specific linguistic subtasks within a broader algorithmic framework.