Disentangled Knowledge Transfer for OOD Intent Discovery with Unified Contrastive Learning ACL

Yutao Mou | Keqing He | Yanan Wu | Zhiyuan Zeng | Hong Xu | Huixing Jiang | Wei Wu | Weiran Xu |

Adversarial Self-Supervised Learning for Out-of-Domain Detection NAACL

Zhiyuan Zeng | Keqing He | Yuanmeng Yan | Hong Xu | Weiran Xu |

Data Cleaning Tools for Token Classification Tasks DaSH NAACL

Karthik Muthuraman | Frederick Reiss | Hong Xu | Bryan Cutler | Zachary Eichenberger |

Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning ACL IJCNLP

Zhiyuan Zeng | Keqing He | Yuanmeng Yan | Zijun Liu | Yanan Wu | Hong Xu | Huixing Jiang | Weiran Xu |

Novel Slot Detection: A Benchmark for Discovering Unknown Slot Types in the Task-Oriented Dialogue System ACL IJCNLP

Yanan Wu | Zhiyuan Zeng | Keqing He | Hong Xu | Yuanmeng Yan | Huixing Jiang | Weiran Xu |

A Deep Generative Distance-Based Classifier for Out-of-Domain Detection with Mahalanobis Space COLING

Hong Xu | Keqing He | Yuanmeng Yan | Sihong Liu | Zijun Liu | Weiran Xu |

Adversarial Semantic Decoupling for Recognizing Open-Vocabulary Slots EMNLP

Yuanmeng Yan | Keqing He | Hong Xu | Sihong Liu | Fanyu Meng | Min Hu | Weiran Xu |

Identifying Incorrect Labels in the CoNLL-2003 Corpus CoNLL

Frederick Reiss | Hong Xu | Bryan Cutler | Karthik Muthuraman | Zachary Eichenberger |