2025
A Zero-Shot Open-Vocabulary Pipeline for Dialogue Understanding
NAACL 2025long
Dialogue State Tracking (DST) is crucial for understanding user needs and executing appropriate system actions in task-oriented dialogues. Majority of existing DST methods are designed to work within predefined ontologies and assume the availability of gold domain labels, struggling with adapting to…