Simultaneous Selection and Adaptation of Source Data via Four-Level Optimization TACL

Pengtao Xie | Xingchen Zhao | Xuehai He |

Generalizable and Stable Finetuning of Pretrained Language Models on Low-Resource Texts NAACL

Sai Ashish Somayajula | Youwei Liang | Li Zhang | Abhishek Singh | Pengtao Xie |

AutoLoRA: Automatically Tuning Matrix Ranks in Low-Rank Adaptation Based on Meta Learning NAACL

Ruiyi Zhang | Rushi Qiang | Sai Ashish Somayajula | Pengtao Xie |

MetaWeighting: Learning to Weight Tasks in Multi-Task Learning ACL Findings

Yuren Mao | Zekai Wang | Weiwei Liu | Xuemin Lin | Pengtao Xie |

A Multi-Level Optimization Framework for End-to-End Text Augmentation TACL

Sai Ashish Somayajula | Linfeng Song | Pengtao Xie |

An End-to-End Contrastive Self-Supervised Learning Framework for Language Understanding TACL

Hongchao Fang | Pengtao Xie |

Structured Self-Supervised Pretraining for Commonsense Knowledge Graph Completion TACL

Jiayuan Huang | Yangkai Du | Shuting Tao | Kun Xu | Pengtao Xie |

Towards Visual Question Answering on Pathology Images ACL IJCNLP

Xuehai He | Zhuo Cai | Wenlan Wei | Yichen Zhang | Luntian Mou | Eric Xing | Pengtao Xie |

On the Generation of Medical Dialogs for COVID-19 ACL IJCNLP

Meng Zhou | Zechen Li | Bowen Tan | Guangtao Zeng | Wenmian Yang | Xuehai He | Zeqian Ju | Subrato Chakravorty | Shu Chen | Xingyi Yang | Yichen Zhang | Qingyang Wu | Zhou Yu | Kun Xu | Eric Xing | Pengtao Xie |

Self-supervised Regularization for Text Classification TACL

Meng Zhou | Zechen Li | Pengtao Xie |

MedDialog: Large-scale Medical Dialogue Datasets EMNLP

Guangtao Zeng | Wenmian Yang | Zeqian Ju | Yue Yang | Sicheng Wang | Ruisi Zhang | Meng Zhou | Jiaqi Zeng | Xiangyu Dong | Ruoyu Zhang | Hongchao Fang | Penghui Zhu | Shu Chen | Pengtao Xie |

A Neural Architecture for Automated ICD Coding ACL

Pengtao Xie | Eric Xing |

On the Automatic Generation of Medical Imaging Reports ACL

Baoyu Jing | Pengtao Xie | Eric Xing |

A Constituent-Centric Neural Architecture for Reading Comprehension ACL

Pengtao Xie | Eric Xing |

Incorporating Word Correlation Knowledge into Topic Modeling NAACL

Pengtao Xie | Diyi Yang | Eric Xing |