Intent Induction from Conversations for Task-Oriented Dialogue Track at DSTC 11

• Main Authors: Gung, James, Shu, Raphael, Moeng, Emily, Rose, Wesley, Romeo, Salvatore, Benajiba, Yassine, Gupta, Arshit, Mansour, Saab, Zhang, Yi
• Format: Journal Article
• Language: English
• Published: 25.04.2023
• Subjects: Computer Science - Computation and Language

With increasing demand for and adoption of virtual assistants, recent work has investigated ways to accelerate bot schema design through the automatic induction of intents or the induction of slots and dialogue states. However, a lack of dedicated benchmarks and standardized evaluation has made prog...