Maria Ryskina

Two Approaches to Building Collaborative, Task-Oriented Dialog Agents through Self-Play

2021 · arXiv (Cornell University)

Task-oriented dialog systems are often trained on human/human dialogs, such as collected from Wizard-of-Oz interfaces. However, human/human corpora are frequently too small for supervised training to be effective. This paper investigates two approaches to training …