Generating Deep Questions with Commonsense Reasoning Ability from the Text by Disentangled Adversarial Inference F i n d i n g s - A C L

Jianxing Yu | Shiqi Wang | Libin Zheng | Qinliang Su | Wei Liu | Baoquan Zhao | Jian Yin |

From Parse-Execute to Parse-Execute-Refine: Improving Semantic Parser for Complex Question Answering over Knowledge Base EMNLP

Wangzhen Guo | Linyin Luo | Hanjiang Lai | Jian Yin |

Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning Transformers F i n d i n g s - A C L

Wanjun Zhong | Tingting Ma | Jiahai Wang | Jian Yin | Tiejun Zhao | Chin-Yew Lin | Nan Duan |

DT-Solver: Automated Theorem Proving with Dynamic-Tree Sampling Guided by Proof-level Value Function ACL

Haiming Wang | Ye Yuan | Zhengying Liu | Jianhao Shen | Yichun Yin | Jing Xiong | Enze Xie | Han Shi | Yujun Li | Lin Li | Jian Yin | Zhenguo Li | Xiaodan Liang |

UniXcoder: Unified Cross-Modal Pre-training for Code Representation ACL

Daya Guo | Shuai Lu | Nan Duan | Yanlin Wang | Ming Zhou | Jian Yin |

ProQA: Structural Prompt-based Pre-training for Unified Question Answering NAACL

Wanjun Zhong | Yifan Gao | Ning Ding | Yujia Qin | Zhiyuan Liu | Ming Zhou | Jiahai Wang | Jian Yin | Nan Duan |

Analytical Reasoning of Text Findings NAACL

Wanjun Zhong | Siyuan Wang | Duyu Tang | Zenan Xu | Daya Guo | Yining Chen | Jiahai Wang | Jian Yin | Ming Zhou | Nan Duan |

KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings COLING

Zhiping Luo | Wentao Xu | Weiqing Liu | Jiang Bian | Jian Yin | Tie-Yan Liu |

UserAdapter: Few-Shot User Learning in Sentiment Analysis Findings

Wanjun Zhong | Duyu Tang | Jiahai Wang | Jian Yin | Nan Duan |

Low-Resource Generation of Multi-hop Reasoning Questions ACL

Jianxing Yu | Wei Liu | Shuang Qiu | Qinliang Su | Kai Wang | Xiaojun Quan | Jian Yin |

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 |

Reasoning Over Semantic-Level Graph for Fact Checking ACL

Wanjun Zhong | Jingjing Xu | Duyu Tang | Zenan Xu | Nan Duan | Ming Zhou | Jiahai Wang | Jian Yin |

Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder ACL

Daya Guo | Duyu Tang | Nan Duan | Jian Yin | Daxin Jiang | Ming Zhou |

SEEK: Segmented Embedding of Knowledge Graphs ACL

Wentao Xu | Shun Zheng | Liang He | Bin Shao | Jian Yin | Tie-Yan Liu |

Neural Deepfake Detection with Factual Structure of Text EMNLP

Wanjun Zhong | Duyu Tang | Zenan Xu | Ruize Wang | Nan Duan | Ming Zhou | Jiahai Wang | Jian Yin |

Coupling Retrieval and Meta-Learning for Context-Dependent Semantic Parsing ACL

Daya Guo | Duyu Tang | Nan Duan | Ming Zhou | Jian Yin |

Inferential Machine Comprehension: Answering Questions by Recursively Deducing the Evidence Chain from Text ACL

Jianxing Yu | Zhengjun Zha | Jian Yin |

Neural Math Word Problem Solver with Reinforcement Learning COLING

Danqing Huang | Jing Liu | Chin-Yew Lin | Jian Yin |

Question Generation from SQL Queries Improves Neural Semantic Parsing EMNLP

Daya Guo | Yibo Sun | Duyu Tang | Nan Duan | Jian Yin | Hong Chi | James Cao | Peng Chen | Ming Zhou |

Using Intermediate Representations to Solve Math Word Problems ACL

Danqing Huang | Jin-Ge Yao | Chin-Yew Lin | Qingyu Zhou | Jian Yin |

Learning Fine-Grained Expressions to Solve Math Word Problems EMNLP

Danqing Huang | Shuming Shi | Chin-Yew Lin | Jian Yin |

How well do Computers Solve Math Word Problems? Large-Scale Dataset Construction and Evaluation ACL

Danqing Huang | Shuming Shi | Chin-Yew Lin | Jian Yin | Wei-Ying Ma |