Cold-Start Data Selection for Better Few-shot Language Model Fine-tuning: A Prompt-based Uncertainty Propagation Approach ACL

Yue Yu | Rongzhi Zhang | Ran Xu | Jieyu Zhang | Jiaming Shen | Chao Zhang |

ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval F i n d i n g s - A C L

Yue Yu | Yuchen Zhuang | Rongzhi Zhang | Yu Meng | Jiaming Shen | Chao Zhang |

Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters ACL

Boshi Wang | Sewon Min | Xiang Deng | Jiaming Shen | You Wu | Luke Zettlemoyer | Huan Sun |

Phrase-aware Unsupervised Constituency Parsing ACL

Xiaotao Gu | Yikang Shen | Jiaming Shen | Jingbo Shang | Jiawei Han |

Eider: Empowering Document-level Relation Extraction with Efficient Evidence Extraction and Inference-stage Fusion ACL Findings

Yiqing Xie | Jiaming Shen | Sha Li | Yuning Mao | Jiawei Han |

Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation F i n d i n g s - E M N L P

Dongha Lee | Jiaming Shen | Seonghyeon Lee | Susik Yoon | Hwanjo Yu | Jiawei Han |

TaxoClass: Hierarchical Multi-Label Text Classification Using Only Class Names NAACL

Jiaming Shen | Wenda Qiu | Yu Meng | Jingbo Shang | Xiang Ren | Jiawei Han |

Training ELECTRA Augmented with Multi-word Selection Findings

Jiaming Shen | Jialu Liu | Tianqi Liu | Cong Yu | 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 |

SynSetExpan: An Iterative Framework for Joint Entity Set Expansion and Synonym Discovery EMNLP

Jiaming Shen | Wenda Qiu | Jingbo Shang | Michelle Vanni | Xiang Ren | Jiawei Han |

Near-imperceptible Neural Linguistic Steganography via Self-Adjusting Arithmetic Coding EMNLP

Jiaming Shen | Heng Ji | Jiawei Han |

Eliciting Knowledge from Experts: Automatic Transcript Parsing for Cognitive Task Analysis ACL

Junyi Du | He Jiang | Jiaming Shen | Xiang Ren |

End-to-End Reinforcement Learning for Automatic Taxonomy Induction ACL

Yuning Mao | Xiang Ren | Jiaming Shen | Xiaotao Gu | Jiawei Han |

Life-iNet: A Structured Network-Based Knowledge Exploration and Analytics System for Life Sciences ACL

Xiang Ren | Jiaming Shen | Meng Qu | Xuan Wang | Zeqiu Wu | Qi Zhu | Meng Jiang | Fangbo Tao | Saurabh Sinha | David Liem | Peipei Ping | Richard Weinshilboum | Jiawei Han |