Open Intent Discovery

Open Intent Discovery is a crucial task in the field of natural language processing, aiming to identify fine-grained clusters of known and unknown intents using limited prior knowledge of known intents. By uncovering latent intents in user expressions, this task not only enhances the understanding and response capabilities of dialogue systems but also plays a key role in applications such as recommendation systems and sentiment analysis, improving the intelligence level and user experience of these systems.