2024
Towards Real-world Scenario: Imbalanced New Intent Discovery
ACL 2024long
New Intent Discovery (NID) aims at detecting known and previously undefined categories of user intent by utilizing limited labeled and massive unlabeled data. Most prior works often operate under the unrealistic assumption that the distribution of both familiar and new intent classes is uniform, ove…