Is ChatGPT a General-Purpose Natural Language Processing Task Solver? EMNLP

Chengwei Qin | Aston Zhang | Zhuosheng Zhang | Jiaao Chen | Michihiro Yasunaga | Diyi Yang |

Beyond Positive Scaling: How Negation Impacts Scaling Trends of Language Models F i n d i n g s - A C L

Yuhui Zhang | Michihiro Yasunaga | Zhengping Zhou | Jeff Z. HaoChen | James Zou | Percy Liang | Serena Yeung |

Complex Reasoning in Natural Language ACL

Wenting Zhao | Mor Geva | Bill Yuchen Lin | Michihiro Yasunaga | Aman Madaan | Tao Yu |

LinkBERT: Pretraining Language Models with Document Links ACL

Michihiro Yasunaga | Jure Leskovec | Percy Liang |

Proceedings of the Workshop on Structured and Unstructured Knowledge Integration (SUKI) NAACL SUKI

Wenhu Chen | Xinyun Chen | Zhiyu Chen | Ziyu Yao | Michihiro Yasunaga | Tao Yu | Rui Zhang |

UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models EMNLP

Tianbao Xie | Chen Henry Wu | Peng Shi | Ruiqi Zhong | Torsten Scholak | Michihiro Yasunaga | Chien-Sheng Wu | Ming Zhong | Pengcheng Yin | Sida I. Wang | Victor Zhong | Bailin Wang | Chengzu Li | Connor Boyle | Ansong Ni | Ziyu Yao | Dragomir Radev | Caiming Xiong | Lingpeng Kong | Rui Zhang | Noah A. Smith | Luke Zettlemoyer | Tao Yu |

QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering NAACL

Michihiro Yasunaga | Hongyu Ren | Antoine Bosselut | Percy Liang | Jure Leskovec |

LM-Critic: Language Models for Unsupervised Grammatical Error Correction EMNLP

Michihiro Yasunaga | Jure Leskovec | Percy Liang |

CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases EMNLP

Tao Yu | Rui Zhang | Heyang Er | Suyi Li | Eric Xue | Bo Pang | Xi Victoria Lin | Yi Chern Tan | Tianze Shi | Zihan Li | Youxuan Jiang | Michihiro Yasunaga | Sungrok Shim | Tao Chen | Alexander Fabbri | Zifan Li | Luyao Chen | Yuwen Zhang | Shreya Dixit | Vincent Zhang | Caiming Xiong | Richard Socher | Walter Lasecki | Dragomir Radev |

SParC: Cross-Domain Semantic Parsing in Context ACL

Tao Yu | Rui Zhang | Michihiro Yasunaga | Yi Chern Tan | Xi Victoria Lin | Suyi Li | Heyang Er | Irene Li | Bo Pang | Tao Chen | Emily Ji | Shreya Dixit | David Proctor | Sungrok Shim | Jonathan Kraft | Vincent Zhang | Caiming Xiong | Richard Socher | Dragomir Radev |

SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-Domain Text-to-SQL Task EMNLP

Tao Yu | Michihiro Yasunaga | Kai Yang | Rui Zhang | Dongxu Wang | Zifan Li | Dragomir Radev |

Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task EMNLP

Tao Yu | Rui Zhang | Kai Yang | Michihiro Yasunaga | Dongxu Wang | Zifan Li | James Ma | Irene Li | Qingning Yao | Shanelle Roman | Zilin Zhang | Dragomir Radev |

Robust Multilingual Part-of-Speech Tagging via Adversarial Training NAACL

Michihiro Yasunaga | Jungo Kasai | Dragomir Radev |

Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention Clustering ACL

Rui Zhang | Cícero Nogueira dos Santos | Michihiro Yasunaga | Bing Xiang | Dragomir Radev |

Graph-based Neural Multi-Document Summarization CoNLL

Michihiro Yasunaga | Rui Zhang | Kshitijh Meelu | Ayush Pareek | Krishnan Srinivasan | Dragomir Radev |