Effectiveness of Pre-training for Few-shot Intent Classification EMNLP Findings

Haode Zhang | Yuwei Zhang | Li-Ming Zhan | Jiaxin Chen | Guangyuan Shi | Xiao-Ming Wu | Albert Y.S. Lam |

Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training ACL IJCNLP

Li-Ming Zhan | Haowen Liang | Bo Liu | Lu Fan | Xiao-Ming Wu | Albert Y.S. Lam |

Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification ACL

Guangfeng Yan | Lu Fan | Qimai Li | Han Liu | Xiaotong Zhang | Xiao-Ming Wu | Albert Y.S. Lam |

Reconstructing Capsule Networks for Zero-shot Intent Classification EMNLP

Han Liu | Xiaotong Zhang | Lu Fan | Xuandi Fu | Qimai Li | Xiao-Ming Wu | Albert Y.S. Lam |