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

1 code implementation • 23 Apr 2024 • Chris Samarinas, Pracha Promthaw, Atharva Nijasure, Hansi Zeng, Julian Killingback, Hamed Zamani

In our experiments, using graph-guided response simulations leads to significant improvements in intent classification, slot filling and response relevance compared to naive single-prompt simulated conversations.

Conversational Question Answering Dialogue State Tracking +8