Text Classification Using Label Names Only: A Language Model Self-Training Approach EMNLP

Yu Meng | Yunyi Zhang | Jiaxin Huang | Chenyan Xiong | Heng Ji | Chao Zhang | Jiawei Han |

Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data EMNLP

Lingkai Kong | Haoming Jiang | Yuchen Zhuang | Jie Lyu | Tuo Zhao | Chao Zhang |

Denoising Multi-Source Weak Supervision for Neural Text Classification EMNLP Findings

Wendi Ren | Yinghao Li | Hanting Su | David Kartchner | Cassie Mitchell | Chao Zhang |

SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup EMNLP

Rongzhi Zhang | Yue Yu | Chao Zhang |

Bootstrapping Large-scale Named Entities using URL-Text Hybrid Patterns IJCNLP

Chao Zhang | Shiqi Zhao | Haifeng Wang |

Query Segmentation Based on Eigenspace Similarity ACL IJCNLP

Chao Zhang | Nan Sun | Xia Hu | Tingzhu Huang | Tat-Seng Chua |