ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life Videos EMNLP

Te-Lin Wu | Zi-Yi Dou | Qingyuan Hu | Yu Hou | Nischal Chandra | Marjorie Freedman | Ralph Weischedel | Nanyun Peng |

Gender Biases in Automatic Evaluation Metrics for Image Captioning EMNLP

Haoyi Qiu | Zi-Yi Dou | Tianlu Wang | Asli Celikyilmaz | Nanyun Peng |

Masked Path Modeling for Vision-and-Language Navigation F i n d i n g s - E M N L P

Zi-Yi Dou | Feng Gao | Nanyun Peng |

FOAM: A Follower-aware Speaker Model For Vision-and-Language Navigation NAACL

Zi-Yi Dou | Nanyun Peng |

Word Alignment by Fine-tuning Embeddings on Parallel Corpora EACL

Zi-Yi Dou | Graham Neubig |

RefSum: Refactoring Neural Summarization NAACL

Yixin Liu | Zi-Yi Dou | Pengfei Liu |

GSum: A General Framework for Guided Neural Abstractive Summarization NAACL

Zi-Yi Dou | Pengfei Liu | Hiroaki Hayashi | Zhengbao Jiang | Graham Neubig |

Improving Pre-trained Vision-and-Language Embeddings for Phrase Grounding EMNLP

Zi-Yi Dou | Nanyun Peng |

A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards ACL NGT WS

Zi-Yi Dou | Sachin Kumar | Yulia Tsvetkov |

CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems EMNLP Findings

Yiran Chen | Pengfei Liu | Ming Zhong | Zi-Yi Dou | Danqing Wang | Xipeng Qiu | Xuanjing Huang |

Dynamic Data Selection and Weighting for Iterative Back-Translation EMNLP

Zi-Yi Dou | Antonios Anastasopoulos | Graham Neubig |

TICO-19: the Translation Initiative for COvid-19 EMNLP NLP-COVID19

Antonios Anastasopoulos | Alessandro Cattelan | Zi-Yi Dou | Marcello Federico | Christian Federmann | Dmitriy Genzel | Franscisco Guzmán | Junjie Hu | Macduff Hughes | Philipp Koehn | Rosie Lazar | Will Lewis | Graham Neubig | Mengmeng Niu | Alp Öktem | Eric Paquin | Grace Tang | Sylwia Tur |

Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks EMNLP

Zi-Yi Dou | Keyi Yu | Antonios Anastasopoulos |

Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings EMNLP

Zi-Yi Dou | Junjie Hu | Antonios Anastasopoulos | Graham Neubig |

Domain Differential Adaptation for Neural Machine Translation EMNLP WS

Zi-Yi Dou | Xinyi Wang | Junjie Hu | Graham Neubig |

Information Aggregation for Multi-Head Attention with Routing-by-Agreement NAACL

Jian Li | Baosong Yang | Zi-Yi Dou | Xing Wang | Michael R. Lyu | Zhaopeng Tu |

compare-mt: A Tool for Holistic Comparison of Language Generation Systems NAACL

Graham Neubig | Zi-Yi Dou | Junjie Hu | Paul Michel | Danish Pruthi | Xinyi Wang |

Unsupervised Bilingual Lexicon Induction via Latent Variable Models EMNLP

Zi-Yi Dou | Zhi-Hao Zhou | Shujian Huang |

Exploiting Deep Representations for Neural Machine Translation EMNLP

Zi-Yi Dou | Zhaopeng Tu | Xing Wang | Shuming Shi | Tong Zhang |

Dynamic Oracle for Neural Machine Translation in Decoding Phase LREC

Zi-Yi Dou | Hao Zhou | Shu-Jian Huang | Xin-Yu Dai | Jia-Jun Chen |

Capturing User and Product Information for Document Level Sentiment Analysis with Deep Memory Network EMNLP

Zi-Yi Dou |