HULK: An Energy Efficiency Benchmark Platform for Responsible Natural Language Processing EACL

Xiyou Zhou | Zhiyu Chen | Xiaoyong Jin | William Yang Wang |

NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions EMNLP Findings

Zhiyu Chen | Honglei Liu | Hu Xu | Seungwhan Moon | Hao Zhou | Bing Liu |

FinQA: A Dataset of Numerical Reasoning over Financial Data EMNLP

Zhiyu Chen | Wenhu Chen | Charese Smiley | Sameena Shah | Iana Borova | Dylan Langdon | Reema Moussa | Matt Beane | Ting-Hao Huang | Bryan Routledge | William Yang Wang |

Logical Natural Language Generation from Open-Domain Tables ACL

Wenhu Chen | Jianshu Chen | Yu Su | Zhiyu Chen | William Yang Wang |

Few-Shot NLG with Pre-Trained Language Model ACL

Zhiyu Chen | Harini Eavani | Wenhu Chen | Yinyin Liu | William Yang Wang |

HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data EMNLP Findings

Wenhu Chen | Hanwen Zha | Zhiyu Chen | Wenhan Xiong | Hong Wang | William Yang Wang |

Logic2Text: High-Fidelity Natural Language Generation from Logical Forms EMNLP Findings

Zhiyu Chen | Wenhu Chen | Hanwen Zha | Xiyou Zhou | Yunkai Zhang | Sairam Sundaresan | William Yang Wang |

How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection NAACL

Wenhu Chen | Yu Su | Yilin Shen | Zhiyu Chen | Xifeng Yan | William Yang Wang |

Global Textual Relation Embedding for Relational Understanding ACL

Zhiyu Chen | Hanwen Zha | Honglei Liu | Wenhu Chen | Xifeng Yan | Yu Su |