Introducing a task-oriented dialog dataset that is several orders of magnitude larger, more diverse, and more controlled than the existing alternatives. What does the AI community think? The paper was accepted for oral presentation at EMNLP 2019, one of the leading research conferences in natural ...
For future research, exploring various semi-supervised learning approaches, such as Expectation Maximization, Mean Teacher, and graph-based methods, could be promising alternatives to the self-training process utilized in our proposed method. In addition, examining various learning paradigms for the base...