Before revision:  In this work, we propose an effective method ( Deep Aligned Clustering ) to discover new intents with the aid of  limited known intent data.
After revision:  In this work, we propose an effective method ( Deep Aligned Clustering ) to discover new intents with the aid of the limited known intent data.