Alleviating Over-smoothing for Unsupervised Sentence Representation ACL

Nuo Chen | Linjun Shou | Jian Pei | Ming Gong | Bowen Cao | Jianhui Chang | Jia Li | Daxin Jiang |

Coherent Entity Disambiguation via Modeling Topic and Categorical Dependency F i n d i n g s - E M N L P

Zilin Xiao | Linjun Shou | Xingyao Zhang | Jie Wu | Ming Gong | Daxin Jiang |

Instructed Language Models with Retrievers Are Powerful Entity Linkers EMNLP

Zilin Xiao | Ming Gong | Jie Wu | Xingyao Zhang | Linjun Shou | Daxin Jiang |

Structural Contrastive Pretraining for Cross-Lingual Comprehension F i n d i n g s - A C L

Nuo Chen | Linjun Shou | Tengtao Song | Ming Gong | Jian Pei | Jianhui Chang | Daxin Jiang | Jia Li |

Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling NAACL

Nuo Chen | Linjun Shou | Ming Gong | Jian Pei | Daxin Jiang |

Label-aware Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding EMNLP

Shining Liang | Linjun Shou | Jian Pei | Ming Gong | Wanli Zuo | Xianglin Zuo | Daxin Jiang |

Empowering Dual-Encoder with Query Generator for Cross-Lingual Dense Retrieval EMNLP

Houxing Ren | Linjun Shou | Ning Wu | Ming Gong | Daxin Jiang |

Lexicon-Enhanced Self-Supervised Training for Multilingual Dense Retrieval F i n d i n g s - E M N L P

Houxing Ren | Linjun Shou | Jian Pei | Ning Wu | Ming Gong | Daxin Jiang |

CoSQA: 20,000+ Web Queries for Code Search and Question Answering ACL IJCNLP

Junjie Huang | Duyu Tang | Linjun Shou | Ming Gong | Ke Xu | Daxin Jiang | Ming Zhou | Nan Duan |

Retrieval Enhanced Model for Commonsense Generation Findings

Han Wang | Yang Liu | Chenguang Zhu | Linjun Shou | Ming Gong | Yichong Xu | Michael Zeng |

WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach EMNLP Findings

Junjie Huang | Duyu Tang | Wanjun Zhong | Shuai Lu | Linjun Shou | Ming Gong | Daxin Jiang | Nan Duan |

GLGE: A New General Language Generation Evaluation Benchmark Findings

Dayiheng Liu | Yu Yan | Yeyun Gong | Weizhen Qi | Hang Zhang | Jian Jiao | Weizhu Chen | Jie Fu | Linjun Shou | Ming Gong | Pengcheng Wang | Jiusheng Chen | Daxin Jiang | Jiancheng Lv | Ruofei Zhang | Winnie Wu | Ming Zhou | Nan Duan |

Syntax-Enhanced Pre-trained Model ACL IJCNLP

Zenan Xu | Daya Guo | Duyu Tang | Qinliang Su | Linjun Shou | Ming Gong | Wanjun Zhong | Xiaojun Quan | Daxin Jiang | Nan Duan |

Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding EMNLP

Yingmei Guo | Linjun Shou | Jian Pei | Ming Gong | Mingxing Xu | Zhiyong Wu | Daxin Jiang |

LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network ACL

Wanjun Zhong | Duyu Tang | Zhangyin Feng | Nan Duan | Ming Zhou | Ming Gong | Linjun Shou | Daxin Jiang | Jiahai Wang | Jian Yin |

Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension ACL

Fei Yuan | Linjun Shou | Xuanyu Bai | Ming Gong | Yaobo Liang | Nan Duan | Yan Fu | Daxin Jiang |

MaP: A Matrix-based Prediction Approach to Improve Span Extraction in Machine Reading Comprehension AACL

Huaishao Luo | Yu Shi | Ming Gong | Linjun Shou | Tianrui Li |

A Graph Representation of Semi-structured Data for Web Question Answering COLING

Xingyao Zhang | Linjun Shou | Jian Pei | Ming Gong | Lijie Wen | Daxin Jiang |

Cross-lingual Machine Reading Comprehension with Language Branch Knowledge Distillation COLING

Junhao Liu | Linjun Shou | Jian Pei | Ming Gong | Min Yang | Daxin Jiang |

CodeBERT: A Pre-Trained Model for Programming and Natural Languages EMNLP Findings

Zhangyin Feng | Daya Guo | Duyu Tang | Nan Duan | Xiaocheng Feng | Ming Gong | Linjun Shou | Bing Qin | Ting Liu | Daxin Jiang | Ming Zhou |

XGLUE: A New Benchmark Datasetfor Cross-lingual Pre-training, Understanding and Generation EMNLP

Yaobo Liang | Nan Duan | Yeyun Gong | Ning Wu | Fenfei Guo | Weizhen Qi | Ming Gong | Linjun Shou | Daxin Jiang | Guihong Cao | Xiaodong Fan | Ruofei Zhang | Rahul Agrawal | Edward Cui | Sining Wei | Taroon Bharti | Ying Qiao | Jiun-Hung Chen | Winnie Wu | Shuguang Liu | Fan Yang | Daniel Campos | Rangan Majumder | Ming Zhou |

No Answer is Better Than Wrong Answer: A Reflection Model for Document Level Machine Reading Comprehension EMNLP Findings

Xuguang Wang | Linjun Shou | Ming Gong | Nan Duan | Daxin Jiang |

Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks EMNLP

Haoyang Huang | Yaobo Liang | Nan Duan | Ming Gong | Linjun Shou | Daxin Jiang | Ming Zhou |

NeuronBlocks: Building Your NLP DNN Models Like Playing Lego EMNLP

Ming Gong | Linjun Shou | Wutao Lin | Zhijie Sang | Quanjia Yan | Ze Yang | Feixiang Cheng | Daxin Jiang |