DAGN: Discourse-Aware Graph Network for Logical Reasoning NAACL

Yinya Huang | Meng Fang | Yu Cao | Liwei Wang | Xiaodan Liang |

Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning ACL IJCNLP

Pan Lu | Ran Gong | Shibiao Jiang | Liang Qiu | Siyuan Huang | Xiaodan Liang | Song-Chun Zhu |

Wav-BERT: Cooperative Acoustic and Linguistic Representation Learning for Low-Resource Speech Recognition EMNLP Findings

Guolin Zheng | Yubei Xiao | Ke Gong | Pan Zhou | Xiaodan Liang | Liang Lin |

Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks ACL IJCNLP

Jinghui Qin | Xiaodan Liang | Yining Hong | Jianheng Tang | Liang Lin |

GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning Findings

Jiaqi Chen | Jianheng Tang | Jinghui Qin | Xiaodan Liang | Lingbo Liu | Eric Xing | Liang Lin |

EfficientBERT: Progressively Searching Multilayer Perceptron via Warm-up Knowledge Distillation EMNLP Findings

Chenhe Dong | Guangrun Wang | Hang Xu | Jiefeng Peng | Xiaozhe Ren | Xiaodan Liang |

Towards Quantifiable Dialogue Coherence Evaluation ACL IJCNLP

Zheng Ye | Liucun Lu | Lishan Huang | Liang Lin | Xiaodan Liang |

GRADE: Automatic Graph-Enhanced Coherence Metric for Evaluating Open-Domain Dialogue Systems EMNLP

Lishan Huang | Zheng Ye | Jinghui Qin | Liang Lin | Xiaodan Liang |

Semantically-Aligned Universal Tree-Structured Solver for Math Word Problems EMNLP

Jinghui Qin | Lihui Lin | Xiaodan Liang | Rumin Zhang | Liang Lin |

Data-to-Text Generation with Style Imitation EMNLP Findings

Shuai Lin | Wentao Wang | Zichao Yang | Xiaodan Liang | Frank F. Xu | Eric Xing | Zhiting Hu |

A Data-Centric Framework for Composable NLP Workflows EMNLP

Zhengzhong Liu | Guanxiong Ding | Avinash Bukkittu | Mansi Gupta | Pengzhi Gao | Atif Ahmed | Shikun Zhang | Xin Gao | Swapnil Singhavi | Linwei Li | Wei Wei | Zecong Hu | Haoran Shi | Xiaodan Liang | Teruko Mitamura | Eric Xing | Zhiting Hu |

Target-Guided Open-Domain Conversation ACL

Jianheng Tang | Tiancheng Zhao | Chenyan Xiong | Xiaodan Liang | Eric Xing | Zhiting Hu |

Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation ACL

Zhiting Hu | Haoran Shi | Bowen Tan | Wentao Wang | Zichao Yang | Tiancheng Zhao | Junxian He | Lianhui Qin | Di Wang | Xuezhe Ma | Zhengzhong Liu | Xiaodan Liang | Wanrong Zhu | Devendra Sachan | Eric Xing |

Texar: A Modularized, Versatile, and Extensible Toolbox for Text Generation ACL WS

Zhiting Hu | Zichao Yang | Tiancheng Zhao | Haoran Shi | Junxian He | Di Wang | Xuezhe Ma | Zhengzhong Liu | Xiaodan Liang | Lianhui Qin | Devendra Singh Chaplot | Bowen Tan | Xingjiang Yu | Eric Xing |