To What Extent Do Natural Language Understanding Datasets Correlate to Logical Reasoning? A Method for Diagnosing Logical Reasoning. COLING

Yitian Li | Jidong Tian | Wenqing Chen | Caoyun Fan | Hao He | Yaohui Jin |

De-Confounded Variational Encoder-Decoder for Logical Table-to-Text Generation ACL IJCNLP

Wenqing Chen | Jidong Tian | Yitian Li | Hao He | Yaohui Jin |

End-to-End Conversational Search for Online Shopping with Utterance Transfer EMNLP

Liqiang Xiao | Jun Ma | Xin Luna Dong | Pascual Martínez-Gómez | Nasser Zalmout | Wei Chen | Tong Zhao | Hao He | Yaohui Jin |

Diagnosing the First-Order Logical Reasoning Ability Through LogicNLI EMNLP

Jidong Tian | Yitian Li | Wenqing Chen | Liqiang Xiao | Hao He | Yaohui Jin |

A Semantically Consistent and Syntactically Variational Encoder-Decoder Framework for Paraphrase Generation COLING

Wenqing Chen | Jidong Tian | Liqiang Xiao | Hao He | Yaohui Jin |

Modeling Content Importance for Summarization with Pre-trained Language Models EMNLP

Liqiang Xiao | Lu Wang | Hao He | Yaohui Jin |

Exploring Logically Dependent Multi-task Learning with Causal Inference EMNLP

Wenqing Chen | Jidong Tian | Liqiang Xiao | Hao He | Yaohui Jin |

Learning What to Share: Leaky Multi-Task Network for Text Classification COLING

Liqiang Xiao | Honglun Zhang | Wenqing Chen | Yongkun Wang | Yaohui Jin |

Multi-Task Label Embedding for Text Classification EMNLP

Honglun Zhang | Liqiang Xiao | Wenqing Chen | Yongkun Wang | Yaohui Jin |

MCapsNet: Capsule Network for Text with Multi-Task Learning EMNLP

Liqiang Xiao | Honglun Zhang | Wenqing Chen | Yongkun Wang | Yaohui Jin |