Julian Killingback

Simulating Task-Oriented Dialogues with State Transition Graphs and Large Language Models

2024 · arXiv (Cornell University)

This paper explores SynTOD, a new synthetic data generation approach for developing end-to-end Task-Oriented Dialogue (TOD) Systems capable of handling complex tasks such as intent classification, slot filling, conversational question-answering, and retrieval-augmented response generation, without …