TRIGO: Benchmarking Formal Mathematical Proof Reduction for Generative Language Models EMNLP

Jing Xiong | Jianhao Shen | Ye Yuan | Haiming Wang | Yichun Yin | Zhengying Liu | Lin Li | Zhijiang Guo | Qingxing Cao | Yinya Huang | Chuanyang Zheng | Xiaodan Liang | Ming Zhang | Qun Liu |

MolXPT: Wrapping Molecules with Text for Generative Pre-training ACL

Zequn Liu | Wei Zhang | Yingce Xia | Lijun Wu | Shufang Xie | Tao Qin | Ming Zhang | Tie-Yan Liu |

Pathway2Text: Dataset and Method for Biomedical Pathway Description Generation Findings NAACL

Junwei Yang | Zequn Liu | Ming Zhang | Sheng Wang |

Focus-Driven Contrastive Learning for Medical Question Summarization COLING

Ming Zhang | Shuai Dou | Ziyang Wang | Yunfang Wu |

MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks EMNLP

Zequn Liu | Kefei Duan | Junwei Yang | Hanwen Xu | Ming Zhang | Sheng Wang |

PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion F i n d i n g s - E M N L P

Jianhao Shen | Chenguang Wang | Ye Yuan | Jiawei Han | Heng Ji | Koushik Sen | Ming Zhang | Dawn Song |

Generate & Rank: A Multi-task Framework for Math Word Problems EMNLP Findings

Jianhao Shen | Yichun Yin | Lin Li | Lifeng Shang | Xin Jiang | Ming Zhang | Qun Liu |

UniKER: A Unified Framework for Combining Embedding and Definite Horn Rule Reasoning for Knowledge Graph Inference EMNLP

Kewei Cheng | Ziqing Yang | Ming Zhang | Yizhou Sun |

Graphine: A Dataset for Graph-aware Terminology Definition Generation EMNLP

Zequn Liu | Shukai Wang | Yiyang Gu | Ruiyi Zhang | Ming Zhang | Sheng Wang |

Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks ACL

YIPING SONG | Zequn Liu | Wei Bi | Rui Yan | Ming Zhang |

PoD: Positional Dependency-Based Word Embedding for Aspect Term Extraction COLING

Yichun Yin | Chenguang Wang | Ming Zhang |

Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension EMNLP

Yichun Yin | Yangqiu Song | Ming Zhang |

Diversifying Neural Conversation Model with Maximal Marginal Relevance IJCNLP

Yiping Song | Zhiliang Tian | Dongyan Zhao | Ming Zhang | Rui Yan |

NNEMBs at SemEval-2017 Task 4: Neural Twitter Sentiment Classification: a Simple Ensemble Method with Different Embeddings *SEMEVAL

Yichun Yin | Yangqiu Song | Ming Zhang |

Syntax Aware LSTM model for Semantic Role Labeling WS

Feng Qian | Lei Sha | Baobao Chang | Lu-chen Liu | Ming Zhang |

Chinese Couplet Generation with Neural Network Structures ACL

Rui Yan | Cheng-Te Li | Xiaohua Hu | Ming Zhang |

Paraphrasing Adaptation for Web Search Ranking ACL

Chenguang Wang | Nan Duan | Ming Zhou | Ming Zhang |

A Fast and Accurate Method for Approximate String Search ACL

Ziqi Wang | Gu Xu | Hang Li | Ming Zhang |