Lisong Chen

Joint Multiple Intent Detection and Slot Filling Via Self-Distillation

Intent detection and slot filling are two main tasks in natural language understanding (NLU). These two tasks are highly related and often trained jointly. However, most previous works assume an utterance only corresponds to one intent, ignoring that it can include multiple intents. In this paper, w…