RobustQA: Benchmarking the Robustness of Domain Adaptation for Open-Domain Question Answering F i n d i n g s - A C L

Rujun Han | Peng Qi | Yuhao Zhang | Lan Liu | Juliette Burger | William Yang Wang | Zhiheng Huang | Bing Xiang | Dan Roth |

Tokenization Consistency Matters for Generative Models on Extractive NLP Tasks F i n d i n g s - E M N L P

Kaiser Sun | Peng Qi | Yuhao Zhang | Lan Liu | William Wang | Zhiheng Huang |

Language Agnostic Multilingual Information Retrieval with Contrastive Learning F i n d i n g s - A C L

Xiyang Hu | Xinchi Chen | Peng Qi | Deguang Kong | Kunlun Liu | William Yang Wang | Zhiheng Huang |

PragmatiCQA: A Dataset for Pragmatic Question Answering in Conversations F i n d i n g s - A C L

Peng Qi | Nina Du | Christopher Manning | Jing Huang |

Two Heads Are Better Than One: Improving Fake News Video Detection by Correlating with Neighbors F i n d i n g s - A C L

Peng Qi | Yuyang Zhao | Yufeng Shen | Wei Ji | Juan Cao | Tat-Seng Chua |

Hybrid Hierarchical Retrieval for Open-Domain Question Answering F i n d i n g s - A C L

Manoj Ghuhan Arivazhagan | Lan Liu | Peng Qi | Xinchi Chen | William Yang Wang | Zhiheng Huang |

Improving Time Sensitivity for Question Answering over Temporal Knowledge Graphs ACL

Chao Shang | Guangtao Wang | Peng Qi | Jing Huang |

Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue Agent SIGDIAL

Ethan A. Chi | Ashwin Paranjape | Abigail See | Caleb Chiam | Trenton Chang | Kathleen Kenealy | Swee Kiat Lim | Amelia Hardy | Chetanya Rastogi | Haojun Li | Alexander Iyabor | Yutong He | Hari Sowrirajan | Peng Qi | Kaushik Ram Sadagopan | Nguyet Minh Phu | Dilara Soylu | Jillian Tang | Avanika Narayan | Giovanni Campagna | Christopher Manning |

Do Syntax Trees Help Pre-trained Transformers Extract Information? EACL

Devendra Sachan | Yuhao Zhang | Peng Qi | William L. Hamilton |

Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification NAACL

Xiaochen Hou | Peng Qi | Guangtao Wang | Rex Ying | Jing Huang | Xiaodong He | Bowen Zhou |

Selective Attention Based Graph Convolutional Networks for Aspect-Level Sentiment Classification NAACL TextGraphs

Xiaochen Hou | Jing Huang | Guangtao Wang | Peng Qi | Xiaodong He | Bowen Zhou |

Entity and Evidence Guided Document-Level Relation Extraction ACL IJCNLP RepL4NLP

Kevin Huang | Peng Qi | Guangtao Wang | Tengyu Ma | Jing Huang |

Answering Open-Domain Questions of Varying Reasoning Steps from Text EMNLP

Peng Qi | Haejun Lee | Tg Sido | Christopher Manning |

Stanza: A Python Natural Language Processing Toolkit for Many Human Languages ACL

Peng Qi | Yuhao Zhang | Yuhui Zhang | Jason Bolton | Christopher D. Manning |

Stay Hungry, Stay Focused: Generating Informative and Specific Questions in Information-Seeking Conversations EMNLP Findings

Peng Qi | Yuhao Zhang | Christopher D. Manning |

Answering Complex Open-domain Questions Through Iterative Query Generation EMNLP

Peng Qi | Xiaowen Lin | Leo Mehr | Zijian Wang | Christopher D. Manning |

Graph Convolution over Pruned Dependency Trees Improves Relation Extraction EMNLP

Yuhao Zhang | Peng Qi | Christopher D. Manning |

HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering EMNLP

Zhilin Yang | Peng Qi | Saizheng Zhang | Yoshua Bengio | William Cohen | Ruslan Salakhutdinov | Christopher D. Manning |

Universal Dependency Parsing from Scratch CoNLL

Peng Qi | Timothy Dozat | Yuhao Zhang | Christopher D. Manning |

Sharp Nearby, Fuzzy Far Away: How Neural Language Models Use Context ACL

Urvashi Khandelwal | He He | Peng Qi | Dan Jurafsky |

Stanford’s Graph-based Neural Dependency Parser at the CoNLL 2017 Shared Task CoNLL

Timothy Dozat | Peng Qi | Christopher D. Manning |

Arc-swift: A Novel Transition System for Dependency Parsing ACL

Peng Qi | Christopher D. Manning |