SQATIN: A Novel Framework for Efficient Dialogue Natural Language Understanding via Supervised Instruction Tuning and Question Answering

SQATIN, a new framework for dialogue NLU, combines supervised instruction tuning and question-answering formulation of intent detection and value extraction tasks, setting a new state-of-the-art on established benchmarks.