"task-oriented dialogue"

BootTOD:Bootstrap Task-oriented Dialogue Representations by Aligning Diverse Responses

Pre-trained language models have been successful in many scenarios. However, their usefulness in task-oriented dialogues is limited due to the intrinsic linguistic differences between general text and task-oriented dialogues. Current task-oriented …

DivTOD:Unleashing the Power of LLMs for Diversifying Task-Oriented Dialogue Representations

Language models pre-trained on general text have achieved impressive results in diverse fields. Yet, the distinct linguistic characteristics of task-oriented dialogues (TOD) compared to general text limit the practical utility of existing language …