Reasoning with Language Model is Planning with World Model EMNLP

Shibo Hao | Yi Gu | Haodi Ma | Joshua Hong | Zhen Wang | Daisy Wang | Zhiting Hu |

BertNet: Harvesting Knowledge Graphs with Arbitrary Relations from Pretrained Language Models F i n d i n g s - A C L

Shibo Hao | Bowen Tan | Kaiwen Tang | Bin Ni | Xiyan Shao | Hengzhe Zhang | Eric Xing | Zhiting Hu |

Composable Text Controls in Latent Space with ODEs EMNLP

Guangyi Liu | Zeyu Feng | Yuan Gao | Zichao Yang | Xiaodan Liang | Junwei Bao | Xiaodong He | Shuguang Cui | Zhen Li | Zhiting Hu |

AlignScore: Evaluating Factual Consistency with A Unified Alignment Function ACL

Yuheng Zha | Yichi Yang | Ruichen Li | Zhiting Hu |

Deep Learning for Text Style Transfer: A Survey CL

Di Jin | Zhijing Jin | Zhiting Hu | Olga Vechtomova | Rada Mihalcea |

Don’t Take It Literally: An Edit-Invariant Sequence Loss for Text Generation NAACL

Guangyi Liu | Zichao Yang | Tianhua Tao | Xiaodan Liang | Junwei Bao | Zhen Li | Xiaodong He | Shuguang Cui | Zhiting Hu |

ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models F i n d i n g s - E M N L P

Jiannan Xiang | Zhengzhong Liu | Yucheng Zhou | Eric Xing | Zhiting Hu |

Efficient (Soft) Q-Learning for Text Generation with Limited Good Data F i n d i n g s - E M N L P

Han Guo | Bowen Tan | Zhengzhong Liu | Eric Xing | Zhiting Hu |

RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning EMNLP

Mingkai Deng | Jianyu Wang | Cheng-Ping Hsieh | Yihan Wang | Han Guo | Tianmin Shu | Meng Song | Eric Xing | Zhiting Hu |

Semantic Aligned Multi-modal Transformer for Vision-LanguageUnderstanding: A Preliminary Study on Visual QA NAACL maiworkshop

Han Ding | Li Erran Li | Zhiting Hu | Yi Xu | Dilek Hakkani-Tur | Zheng Du | Belinda Zeng |

Progressive Generation of Long Text with Pretrained Language Models NAACL

Bowen Tan | Zichao Yang | Maruan Al-Shedivat | Eric Xing | Zhiting Hu |

Knowledge-Enriched Natural Language Generation EMNLP

Wenhao Yu | Meng Jiang | Zhiting Hu | Qingyun Wang | Heng Ji | Nazneen Rajani |

Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language Generation EMNLP

Mingkai Deng | Bowen Tan | Zhengzhong Liu | Eric Xing | Zhiting Hu |

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 |

Summarizing Text on Any Aspects: A Knowledge-Informed Weakly-Supervised Approach EMNLP

Bowen Tan | Lianhui Qin | 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 |

Automatic Article Commenting: the Task and Dataset ACL

Lianhui Qin | Lemao Liu | Wei Bi | Yan Wang | Xiaojiang Liu | Zhiting Hu | Hai Zhao | Shuming Shi |

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 |

Neural Machine Translation with Recurrent Attention Modeling EACL

Zichao Yang | Zhiting Hu | Yuntian Deng | Chris Dyer | Alex Smola |

Adversarial Connective-exploiting Networks for Implicit Discourse Relation Classification ACL

Lianhui Qin | Zhisong Zhang | Hai Zhao | Zhiting Hu | Eric Xing |

Joint Embedding of Hierarchical Categories and Entities for Concept Categorization and Dataless Classification COLING

Yuezhang Li | Ronghuo Zheng | Tian Tian | Zhiting Hu | Rahul Iyer | Katia Sycara |

Deep Neural Networks with Massive Learned Knowledge EMNLP

Zhiting Hu | Zichao Yang | Ruslan Salakhutdinov | Eric Xing |

Learning Concept Taxonomies from Multi-modal Data ACL

Hao Zhang | Zhiting Hu | Yuntian Deng | Mrinmaya Sachan | Zhicheng Yan | Eric Xing |

Harnessing Deep Neural Networks with Logic Rules ACL

Zhiting Hu | Xuezhe Ma | Zhengzhong Liu | Eduard Hovy | Eric Xing |

Entity Hierarchy Embedding ACL IJCNLP

Zhiting Hu | Poyao Huang | Yuntian Deng | Yingkai Gao | Eric Xing |