TextObfuscator: Making Pre-trained Language Model a Privacy Protector via Obfuscating Word Representations F i n d i n g s - A C L

Xin Zhou | Yi Lu | Ruotian Ma | Tao Gui | Yuran Wang | Yong Ding | Yibo Zhang | Qi Zhang | Xuanjing Huang |

TextMixer: Mixing Multiple Inputs for Privacy-Preserving Inference F i n d i n g s - E M N L P

Xin Zhou | Yi Lu | Ruotian Ma | Tao Gui | Qi Zhang | Xuanjing Huang |

Learning “O” Helps for Learning More: Handling the Unlabeled Entity Problem for Class-incremental NER ACL

Ruotian Ma | Xuanting Chen | Zhang Lin | Xin Zhou | Junzhe Wang | Tao Gui | Qi Zhang | Xiang Gao | Yun Wen Chen |

Towards Building More Robust NER datasets: An Empirical Study on NER Dataset Bias from a Dataset Difficulty View EMNLP

Ruotian Ma | Xiaolei Wang | Xin Zhou | Qi Zhang | Xuanjing Huang |

Coarse-to-fine Few-shot Learning for Named Entity Recognition F i n d i n g s - A C L

Ruotian Ma | Zhang Lin | Xuanting Chen | Xin Zhou | Junzhe Wang | Tao Gui | Qi Zhang | Xiang Gao | Yun Wen Chen |

Rethinking Negative Pairs in Code Search EMNLP

Haochen Li | Xin Zhou | Anh Luu | Chunyan Miao |

Template-free Prompt Tuning for Few-shot NER NAACL

Ruotian Ma | Xin Zhou | Tao Gui | Yiding Tan | Linyang Li | Qi Zhang | Xuanjing Huang |

LFKQG: A Controlled Generation Framework with Local Fine-tuning for Question Generation over Knowledge Bases COLING

Zichu Fei | Xin Zhou | Tao Gui | Qi Zhang | Xuanjing Huang |

Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks COLING

Xin Zhou | Ruotian Ma | Yicheng Zou | Xuanting Chen | Tao Gui | Qi Zhang | Xuanjing Huang | Rui Xie | Wei Wu |

ProofInfer: Generating Proof via Iterative Hierarchical Inference EMNLP

Zichu Fei | Qi Zhang | Xin Zhou | Tao Gui | Xuanjing Huang |

TextFusion: Privacy-Preserving Pre-trained Model Inference via Token Fusion EMNLP

Xin Zhou | Jinzhu Lu | Tao Gui | Ruotian Ma | Zichu Fei | Yuran Wang | Yong Ding | Yibo Cheung | Qi Zhang | Xuanjing Huang |

TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing ACL IJCNLP

Xiao Wang | Qin Liu | Tao Gui | Qi Zhang | Yicheng Zou | Xin Zhou | Jiacheng Ye | Yongxin Zhang | Rui Zheng | Zexiong Pang | Qinzhuo Wu | Zhengyan Li | Chong Zhang | Ruotian Ma | Zichu Fei | Ruijian Cai | Jun Zhao | Xingwu Hu | Zhiheng Yan | Yiding Tan | Yuan Hu | Qiyuan Bian | Zhihua Liu | Shan Qin | Bolin Zhu | Xiaoyu Xing | Jinlan Fu | Yue Zhang | Minlong Peng | Xiaoqing Zheng | Yaqian Zhou | Zhongyu Wei | Xipeng Qiu | Xuanjing Huang |

Mapping Natural Language Instructions to Mobile UI Action Sequences ACL

Yang Li | Jiacong He | Xin Zhou | Yuan Zhang | Jason Baldridge |

Cross Copy Network for Dialogue Generation EMNLP

Changzhen Ji | Xin Zhou | Yating Zhang | Xiaozhong Liu | Changlong Sun | Conghui Zhu | Tiejun Zhao |

Alibaba at IJCNLP-2017 Task 2: A Boosted Deep System for Dimensional Sentiment Analysis of Chinese Phrases IJCNLP

Xin Zhou | Jian Wang | Xu Xie | Changlong Sun | Luo Si |