Knowledge-Augmented Methods for Natural Language Processing ACL

Chenguang Zhu | Yichong Xu | Xiang Ren | Bill Yuchen Lin | Meng Jiang | Wenhao Yu |

Dict-BERT: Enhancing Language Model Pre-training with Dictionary ACL Findings

Wenhao Yu | Chenguang Zhu | Yuwei Fang | Donghan Yu | Shuohang Wang | Yichong Xu | Michael Zeng | Meng Jiang |

Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts ACL Findings

Wenhao Yu | Chenguang Zhu | Lianhui Qin | Zhihan Zhang | Tong Zhao | Meng Jiang |

Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts DLG4NLP NAACL

Wenhao Yu | Chenguang Zhu | Lianhui Qin | Zhihan Zhang | Tong Zhao | Meng Jiang |

A Unified Encoder-Decoder Framework with Entity Memory EMNLP

Zhihan Zhang | Wenhao Yu | Chenguang Zhu | Meng Jiang |

Retrieval Augmentation for Commonsense Reasoning: A Unified Approach EMNLP

Wenhao Yu | Chenguang Zhu | Zhihan Zhang | Shuohang Wang | Zhuosheng Zhang | Yuwei Fang | Meng Jiang |

Technical Question Answering across Tasks and Domains NAACL

Wenhao Yu | Lingfei Wu | Yu Deng | Qingkai Zeng | Ruchi Mahindru | Sinem Guven | Meng Jiang |

Enhancing Factual Consistency of Abstractive Summarization NAACL

Chenguang Zhu | William Hinthorn | Ruochen Xu | Qingkai Zeng | Michael Zeng | Xuedong Huang | Meng Jiang |

Injecting Entity Types into Entity-Guided Text Generation EMNLP

Xiangyu Dong | Wenhao Yu | Chenguang Zhu | Meng Jiang |

Sentence-Permuted Paragraph Generation EMNLP

Wenhao Yu | Chenguang Zhu | Tong Zhao | Zhichun Guo | Meng Jiang |

Validating Label Consistency in NER Data Annotation EMNLP Eval4NLP

Qingkai Zeng | Mengxia Yu | Wenhao Yu | Tianwen Jiang | Meng Jiang |

Knowledge-Enriched Natural Language Generation EMNLP

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

Crossing Variational Autoencoders for Answer Retrieval ACL

Wenhao Yu | Lingfei Wu | Qingkai Zeng | Shu Tao | Yu Deng | Meng Jiang |

A Probabilistic Model with Commonsense Constraints for Pattern-based Temporal Fact Extraction ACL FEVER WS

Yang Zhou | Tong Zhao | Meng Jiang |

Tri-Train: Automatic Pre-Fine Tuning between Pre-Training and Fine-Tuning for SciNER EMNLP Findings

Qingkai Zeng | Wenhao Yu | Mengxia Yu | Tianwen Jiang | Tim Weninger | Meng Jiang |

Few-Shot Multi-Hop Relation Reasoning over Knowledge Bases EMNLP Findings

Chuxu Zhang | Lu Yu | Mandana Saebi | Meng Jiang | Nitesh Chawla |

A Technical Question Answering System with Transfer Learning EMNLP

Wenhao Yu | Lingfei Wu | Yu Deng | Ruchi Mahindru | Qingkai Zeng | Sinem Guven | Meng Jiang |

Multi-Input Multi-Output Sequence Labeling for Joint Extraction of Fact and Condition Tuples from Scientific Text EMNLP

Tianwen Jiang | Tong Zhao | Bing Qin | Ting Liu | Nitesh Chawla | Meng Jiang |

Faceted Hierarchy: A New Graph Type to Organize Scientific Concepts and a Construction Method EMNLP WS

Qingkai Zeng | Mengxia Yu | Wenhao Yu | JinJun Xiong | Yiyu Shi | Meng Jiang |

Life-iNet: A Structured Network-Based Knowledge Exploration and Analytics System for Life Sciences ACL

Xiang Ren | Jiaming Shen | Meng Qu | Xuan Wang | Zeqiu Wu | Qi Zhu | Meng Jiang | Fangbo Tao | Saurabh Sinha | David Liem | Peipei Ping | Richard Weinshilboum | Jiawei Han |