PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training EMNLP

Yunyi Zhang | Minhao Jiang | Yu Meng | Yu Zhang | Jiawei Han |

Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup ACL IJCNLP RepL4NLP

Luyu Gao | Yunyi Zhang | Jiawei Han | Jamie Callan |

Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training EMNLP

Yu Meng | Yunyi Zhang | Jiaxin Huang | Xuan Wang | Yu Zhang | Heng Ji | Jiawei Han |

Corpus-based Open-Domain Event Type Induction EMNLP

Jiaming Shen | Yunyi Zhang | Heng Ji | Jiawei Han |

Empower Entity Set Expansion via Language Model Probing ACL

Yunyi Zhang | Jiaming Shen | Jingbo Shang | Jiawei Han |

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 |