CAPSTONE: Curriculum Sampling for Dense Retrieval with Document Expansion EMNLP

Xingwei He | Yeyun Gong | A-Long Jin | Hang Zhang | Anlei Dong | Jian Jiao | Siu Yiu | Nan Duan |

Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy F i n d i n g s - E M N L P

Zhihong Shao | Yeyun Gong | Yelong Shen | Minlie Huang | Nan Duan | Weizhu Chen |

Query Rewriting in Retrieval-Augmented Large Language Models EMNLP

Xinbei Ma | Yeyun Gong | Pengcheng He | Hai Zhao | Nan Duan |

Noisy Pair Corrector for Dense Retrieval F i n d i n g s - E M N L P

Hang Zhang | Yeyun Gong | Xingwei He | Dayiheng Liu | Daya Guo | Jiancheng Lv | Jian Guo |

Allies: Prompting Large Language Model with Beam Search F i n d i n g s - E M N L P

Hao Sun | Xiao Liu | Yeyun Gong | Yan Zhang | Daxin Jiang | Linjun Yang | Nan Duan |

Joint Generator-Ranker Learning for Natural Language Generation F i n d i n g s - A C L

Weizhou Shen | Yeyun Gong | Yelong Shen | Song Wang | Xiaojun Quan | Nan Duan | Weizhu Chen |

DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation ACL

Wei Chen | Yeyun Gong | Song Wang | Bolun Yao | Weizhen Qi | Zhongyu Wei | Xiaowu Hu | Bartuer Zhou | Yi Mao | Weizhu Chen | Biao Cheng | Nan Duan |

Contextual Fine-to-Coarse Distillation for Coarse-grained Response Selection in Open-Domain Conversations ACL

Wei Chen | Yeyun Gong | Can Xu | Huang Hu | Bolun Yao | Zhongyu Wei | Zhihao Fan | Xiaowu Hu | Bartuer Zhou | Biao Cheng | Daxin Jiang | Nan Duan |

CULG: Commercial Universal Language Generation NAACL

Haonan Li | Yameng Huang | Yeyun Gong | Jian Jiao | Ruofei Zhang | Timothy Baldwin | Nan Duan |

Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense Reasoning EMNLP

Xingwei He | Yeyun Gong | A-Long Jin | Weizhen Qi | Hang Zhang | Jian Jiao | Bartuer Zhou | Biao Cheng | Sm Yiu | Nan Duan |

Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis EMNLP

Shuai Fan | Chen Lin | Haonan Li | Zhenghao Lin | Jinsong Su | Hang Zhang | Yeyun Gong | JIan Guo | Nan Duan |

P3LM: Probabilistically Permuted Prophet Language Modeling for Generative Pre-Training F i n d i n g s - E M N L P

Junwei Bao | Yifan Wang | Ying Jiangyong | Yeyun Gong | Jing Zhao | Youzheng Wu | Xiaodong He |

Soft-Labeled Contrastive Pre-Training for Function-Level Code Representation F i n d i n g s - E M N L P

Xiaonan Li | Daya Guo | Yeyun Gong | Yun Lin | Yelong Shen | Xipeng Qiu | Daxin Jiang | Weizhu Chen | Nan Duan |

CodeRetriever: A Large Scale Contrastive Pre-Training Method for Code Search EMNLP

Xiaonan Li | Yeyun Gong | Yelong Shen | Xipeng Qiu | Hang Zhang | Bolun Yao | Weizhen Qi | Daxin Jiang | Weizhu Chen | Nan Duan |

SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval EMNLP

Kun Zhou | Yeyun Gong | Xiao Liu | Wayne Xin Zhao | Yelong Shen | Anlei Dong | Jingwen Lu | Rangan Majumder | Ji-rong Wen | Nan Duan |

Mask Attention Networks: Rethinking and Strengthen Transformer NAACL

Zhihao Fan | Yeyun Gong | Dayiheng Liu | Zhongyu Wei | Siyuan Wang | Jian Jiao | Nan Duan | Ruofei Zhang | Xuanjing Huang |

FastSeq: Make Sequence Generation Faster ACL IJCNLP

Yu Yan | Fei Hu | Jiusheng Chen | Nikhil Bhendawade | Ting Ye | Yeyun Gong | Nan Duan | Desheng Cui | Bingyu Chi | Ruofei Zhang |

KFCNet: Knowledge Filtering and Contrastive Learning for Generative Commonsense Reasoning EMNLP Findings

Haonan Li | Yeyun Gong | Jian Jiao | Ruofei Zhang | Timothy Baldwin | Nan Duan |

ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation ACL IJCNLP

Weizhen Qi | Yeyun Gong | Yu Yan | Can Xu | Bolun Yao | Bartuer Zhou | Biao Cheng | Daxin Jiang | Jiusheng Chen | Ruofei Zhang | Houqiang Li | 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 |

RikiNet: Reading Wikipedia Pages for Natural Question Answering ACL

Dayiheng Liu | Yeyun Gong | Jie Fu | Yu Yan | Jiusheng Chen | Daxin Jiang | Jiancheng Lv | Nan Duan |

An Enhanced Knowledge Injection Model for Commonsense Generation COLING

Zhihao Fan | Yeyun Gong | Zhongyu Wei | Siyuan Wang | Yameng Huang | Jian Jiao | Xuanjing Huang | Nan Duan | Ruofei Zhang |

Multi-level Alignment Pretraining for Multi-lingual Semantic Parsing COLING

Bo Shao | Yeyun Gong | Weizhen Qi | Nan Duan | Xiaola Lin |

ProphetNet: Predicting Future N-gram for Sequence-to-SequencePre-training EMNLP Findings

Weizhen Qi | Yu Yan | Yeyun Gong | Dayiheng Liu | Nan Duan | Jiusheng Chen | Ruofei Zhang | Ming Zhou |

Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space EMNLP

Dayiheng Liu | Yeyun Gong | Jie Fu | Yu Yan | Jiusheng Chen | Jiancheng Lv | Nan Duan | Ming Zhou |

Uncertainty-Aware Label Refinement for Sequence Labeling EMNLP

Tao Gui | Jiacheng Ye | Qi Zhang | Zhengyan Li | Zichu Fei | Yeyun Gong | Xuanjing Huang |

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 |

Diverse, Controllable, and Keyphrase-Aware: A Corpus and Method for News Multi-Headline Generation EMNLP

Dayiheng Liu | Yeyun Gong | Yu Yan | Jie Fu | Bo Shao | Daxin Jiang | Jiancheng Lv | Nan Duan |

Aggregating Bidirectional Encoder Representations Using MatchLSTM for Sequence Matching EMNLP

Bo Shao | Yeyun Gong | Weizhen Qi | Nan Duan | Xiaola Lin |

Joint Type Inference on Entities and Relations via Graph Convolutional Networks ACL

Changzhi Sun | Yeyun Gong | Yuanbin Wu | Ming Gong | Daxin Jiang | Man Lan | Shiliang Sun | Nan Duan |

Hashtag Recommendation Using End-To-End Memory Networks with Hierarchical Attention COLING

Haoran Huang | Qi Zhang | Yeyun Gong | Xuanjing Huang |

Keyphrase Extraction Using Deep Recurrent Neural Networks on Twitter EMNLP

Qi Zhang | Yang Wang | Yeyun Gong | Xuanjing Huang |

Hashtag Recommendation Using Dirichlet Process Mixture Models Incorporating Types of Hashtags EMNLP

Yeyun Gong | Qi Zhang | Xuanjing Huang |

Time-aware Personalized Hashtag Recommendation on Social Media COLING

Qi Zhang | Yeyun Gong | Xuyang Sun | Xuanjing Huang |

A Generative Model for Identifying Target Companies of Microblogs COLING

Yeyun Gong | Yaqian Zhou | Ya Guo | Qi Zhang | Xuanjing Huang |

Detecting Spammers in Community Question Answering IJCNLP

Zhuoye Ding | Yeyun Gong | Yaqian Zhou | Qi Zhang | Xuanjing Huang |