Training Trajectories of Language Models Across Scales ACL

Mengzhou Xia | Mikel Artetxe | Chunting Zhou | Xi Victoria Lin | Ramakanth Pasunuru | Danqi Chen | Luke Zettlemoyer | Veselin Stoyanov |

Structured Pruning Learns Compact and Accurate Models ACL

Mengzhou Xia | Zexuan Zhong | Danqi Chen |

MABEL: Attenuating Gender Bias using Textual Entailment Data EMNLP

Jacqueline He | Mengzhou Xia | Christiane Fellbaum | Danqi Chen |

Don’t Prompt, Search! Mining-based Zero-Shot Learning with Language Models EMNLP

Mozes van de Kar | Mengzhou Xia | Danqi Chen | Mikel Artetxe |

Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models EMNLP

Mengzhou Xia | Mikel Artetxe | Jingfei Du | Danqi Chen | Veselin Stoyanov |

MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning NAACL

Mengzhou Xia | Guoqing Zheng | Subhabrata Mukherjee | Milad Shokouhi | Graham Neubig | Ahmed Hassan Awadallah |

Non-Parametric Few-Shot Learning for Word Sense Disambiguation NAACL

Howard Chen | Mengzhou Xia | Danqi Chen |

Predicting Performance for Natural Language Processing Tasks ACL

Mengzhou Xia | Antonios Anastasopoulos | Ruochen Xu | Yiming Yang | Graham Neubig |

A Summary of the First Workshop on Language Technology for Language Documentation and Revitalization LREC SLTU WS

Graham Neubig | Shruti Rijhwani | Alexis Palmer | Jordan MacKenzie | Hilaria Cruz | Xinjian Li | Matthew Lee | Aditi Chaudhary | Luke Gessler | Steven Abney | Shirley Anugrah Hayati | Antonios Anastasopoulos | Olga Zamaraeva | Emily Prud’hommeaux | Jennette Child | Sara Child | Rebecca Knowles | Sarah Moeller | Jeffrey Micher | Yiyuan Li | Sydney Zink | Mengzhou Xia | Roshan S Sharma | Patrick Littell |

Domain Adaptation of Neural Machine Translation by Lexicon Induction ACL

Junjie Hu | Mengzhou Xia | Graham Neubig | Jaime Carbonell |

Choosing Transfer Languages for Cross-Lingual Learning ACL

Yu-Hsiang Lin | Chian-Yu Chen | Jean Lee | Zirui Li | Yuyan Zhang | Mengzhou Xia | Shruti Rijhwani | Junxian He | Zhisong Zhang | Xuezhe Ma | Antonios Anastasopoulos | Patrick Littell | Graham Neubig |

Generalized Data Augmentation for Low-Resource Translation ACL

Mengzhou Xia | Xiang Kong | Antonios Anastasopoulos | Graham Neubig |