Manisha Srivastava

Pretrain-Finetune Based Training of Task-Oriented Dialogue Systems in a Real-World Setting

One main challenge in building task-oriented dialogue systems is the limited amount of supervised training data available. In this work, we present a method for training retrieval-based dialogue systems using a small amount of high-quality, annotated data and a larger, unlabeled dataset. We show tha…