Methods for Measuring, Updating, and Visualizing Factual Beliefs in Language Models EACL

Peter Hase | Mona Diab | Asli Celikyilmaz | Xian Li | Zornitsa Kozareva | Veselin Stoyanov | Mohit Bansal | Srinivasan Iyer |

Towards A Unified View of Sparse Feed-Forward Network in Pretraining Large Language Model EMNLP

Zeyu Liu | Tim Dettmers | Xi Lin | Veselin Stoyanov | Xian Li |

PV2TEA: Patching Visual Modality to Textual-Established Information Extraction F i n d i n g s - A C L

Hejie Cui | Rongmei Lin | Nasser Zalmout | Chenwei Zhang | Jingbo Shang | Carl Yang | Xian Li |

Generative Models for Product Attribute Extraction EMNLP

Ansel Blume | Nasser Zalmout | Heng Ji | Xian Li |

Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs F i n d i n g s - A C L

Zijie Huang | Daheng Wang | Binxuan Huang | Chenwei Zhang | Jingbo Shang | Yan Liang | Zhengyang Wang | Xian Li | Christos Faloutsos | Yizhou Sun | Wei Wang |

Tab-Cleaner: Weakly Supervised Tabular Data Cleaning via Pre-training for E-commerce Catalog ACL

Kewei Cheng | Xian Li | Zhengyang Wang | Chenwei Zhang | Binxuan Huang | Yifan Ethan Xu | Xin Luna Dong | Yizhou Sun |

Knowledge-Selective Pretraining for Attribute Value Extraction F i n d i n g s - E M N L P

Hui Liu | Qingyu Yin | Zhengyang Wang | Chenwei Zhang | Haoming Jiang | Yifan Gao | Zheng Li | Xian Li | Chao Zhang | Bing Yin | William Wang | Xiaodan Zhu |

Towards Open-World Product Attribute Mining: A Lightly-Supervised Approach ACL

Liyan Xu | Chenwei Zhang | Xian Li | Jingbo Shang | Jinho D. Choi |

Unified Speech-Text Pre-training for Speech Translation and Recognition ACL

Yun Tang | Hongyu Gong | Ning Dong | Changhan Wang | Wei-Ning Hsu | Jiatao Gu | Alexei Baevski | Xian Li | Abdelrahman Mohamed | Michael Auli | Juan Pino |

Lifting the Curse of Multilinguality by Pre-training Modular Transformers NAACL

Jonas Pfeiffer | Naman Goyal | Xi Lin | Xian Li | James Cross | Sebastian Riedel | Mikel Artetxe |

Efficient Large Scale Language Modeling with Mixtures of Experts EMNLP

Mikel Artetxe | Shruti Bhosale | Naman Goyal | Todor Mihaylov | Myle Ott | Sam Shleifer | Xi Victoria Lin | Jingfei Du | Srinivasan Iyer | Ramakanth Pasunuru | Giridharan Anantharaman | Xian Li | Shuohui Chen | Halil Akin | Mandeep Baines | Louis Martin | Xing Zhou | Punit Singh Koura | Brian O’Horo | Jeffrey Wang | Luke Zettlemoyer | Mona Diab | Zornitsa Kozareva | Veselin Stoyanov |

ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection EMNLP

Badr AlKhamissi | Faisal Ladhak | Srinivasan Iyer | Veselin Stoyanov | Zornitsa Kozareva | Xian Li | Pascale Fung | Lambert Mathias | Asli Celikyilmaz | Mona Diab |

Few-shot Learning with Multilingual Generative Language Models EMNLP

Xi Victoria Lin | Todor Mihaylov | Mikel Artetxe | Tianlu Wang | Shuohui Chen | Daniel Simig | Myle Ott | Naman Goyal | Shruti Bhosale | Jingfei Du | Ramakanth Pasunuru | Sam Shleifer | Punit Singh Koura | Vishrav Chaudhary | Brian O’Horo | Jeff Wang | Luke Zettlemoyer | Zornitsa Kozareva | Mona Diab | Veselin Stoyanov | Xian Li |

Prototype-Representations for Training Data Filtering in Weakly-Supervised Information Extraction EMNLP

Nasser Zalmout | Xian Li |

Ask-and-Verify: Span Candidate Generation and Verification for Attribute Value Extraction EMNLP

Yifan Ding | Yan Liang | Nasser Zalmout | Xian Li | Christan Grant | Tim Weninger |

Recipes for Adapting Pre-trained Monolingual and Multilingual Models to Machine Translation EACL

Asa Cooper Stickland | Xian Li | Marjan Ghazvininejad |

Multilingual Neural Machine Translation with Deep Encoder and Multiple Shallow Decoders EACL

Xiang Kong | Adithya Renduchintala | James Cross | Yuqing Tang | Jiatao Gu | Xian Li |

Improving Zero-Shot Translation by Disentangling Positional Information ACL IJCNLP

Danni Liu | Jan Niehues | James Cross | Francisco Guzmán | Xian Li |

Gender bias amplification during Speed-Quality optimization in Neural Machine Translation ACL IJCNLP

Adithya Renduchintala | Denise Diaz | Kenneth Heafield | Xian Li | Mona Diab |

Distributionally Robust Multilingual Machine Translation EMNLP

Chunting Zhou | Daniel Levy | Xian Li | Marjan Ghazvininejad | Graham Neubig |

FST: the FAIR Speech Translation System for the IWSLT21 Multilingual Shared Task ACL IJCNLP IWSLT

Yun Tang | Hongyu Gong | Xian Li | Changhan Wang | Juan Pino | Holger Schwenk | Naman Goyal |

Multilingual Translation from Denoising Pre-Training Findings

Yuqing Tang | Chau Tran | Xian Li | Peng-Jen Chen | Naman Goyal | Vishrav Chaudhary | Jiatao Gu | Angela Fan |

Multilingual Speech Translation from Efficient Finetuning of Pretrained Models ACL IJCNLP

Xian Li | Changhan Wang | Yun Tang | Chau Tran | Yuqing Tang | Juan Pino | Alexei Baevski | Alexis Conneau | Michael Auli |

Improving Speech Translation by Understanding and Learning from the Auxiliary Text Translation Task ACL IJCNLP

Yun Tang | Juan Pino | Xian Li | Changhan Wang | Dmitriy Genzel |

Findings of the Fourth Workshop on Neural Generation and Translation ACL NGT WS

Kenneth Heafield | Hiroaki Hayashi | Yusuke Oda | Ioannis Konstas | Andrew Finch | Graham Neubig | Xian Li | Alexandra Birch |

Addressing Posterior Collapse with Mutual Information for Improved Variational Neural Machine Translation ACL

Arya D. McCarthy | Xian Li | Jiatao Gu | Ning Dong |

Proceedings of the Fourth Workshop on Neural Generation and Translation ACL NGT WS

Alexandra Birch | Andrew Finch | Hiroaki Hayashi | Kenneth Heafield | Marcin Junczys-Dowmunt | Ioannis Konstas | Xian Li | Graham Neubig | Yusuke Oda |

Findings of the WMT 2020 Shared Task on Machine Translation Robustness EMNLP WMT

Lucia Specia | Zhenhao Li | Juan Pino | Vishrav Chaudhary | Francisco Guzmán | Graham Neubig | Nadir Durrani | Yonatan Belinkov | Philipp Koehn | Hassan Sajjad | Paul Michel | Xian Li |

Multilingual Denoising Pre-training for Neural Machine Translation TACL

Yinhan Liu | Jiatao Gu | Naman Goyal | Xian Li | Sergey Edunov | Marjan Ghazvininejad | Mike Lewis | Luke Zettlemoyer |

FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow EMNLP

Xuezhe Ma | Chunting Zhou | Xian Li | Graham Neubig | Eduard Hovy |

On Evaluation of Adversarial Perturbations for Sequence-to-Sequence Models NAACL

Paul Michel | Xian Li | Graham Neubig | Juan Pino |

Findings of the First Shared Task on Machine Translation Robustness ACL WMT WS

Xian Li | Paul Michel | Antonios Anastasopoulos | Yonatan Belinkov | Nadir Durrani | Orhan Firat | Philipp Koehn | Graham Neubig | Juan Pino | Hassan Sajjad |

A Corpus for Multilingual Document Classification in Eight Languages LREC

Holger Schwenk | Xian Li |

CVTE at IJCNLP-2017 Task 1: Character Checking System for Chinese Grammatical Error Diagnosis Task IJCNLP

Xian Li | Peng Wang | Suixue Wang | Guanyu Jiang | Tianyuan You |