A Survey on Dynamic Neural Networks for Natural Language Processing F i n d i n g s - E A C L

Canwen Xu | Julian Mcauley |

Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat Data EMNLP

Canwen Xu | Daya Guo | Nan Duan | Julian McAuley |

Spoiler Detection as Semantic Text Matching EMNLP

Ryan Tran | Canwen Xu | Julian McAuley |

PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts ACL

Stephen Bach | Victor Sanh | Zheng Xin Yong | Albert Webson | Colin Raffel | Nihal V. Nayak | Abheesht Sharma | Taewoon Kim | M Saiful Bari | Thibault Fevry | Zaid Alyafeai | Manan Dey | Andrea Santilli | Zhiqing Sun | Srulik Ben-david | Canwen Xu | Gunjan Chhablani | Han Wang | Jason Fries | Maged Al-shaibani | Shanya Sharma | Urmish Thakker | Khalid Almubarak | Xiangru Tang | Dragomir Radev | Mike Tian-jian Jiang | Alexander Rush |

LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval ACL Findings

Canwen Xu | Daya Guo | Nan Duan | Julian McAuley |

BERT Learns to Teach: Knowledge Distillation with Meta Learning ACL

Wangchunshu Zhou | Canwen Xu | Julian McAuley |

Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification NAACL

Han Wang | Canwen Xu | Julian McAuley |

InforMask: Unsupervised Informative Masking for Language Model Pretraining EMNLP

Nafis Sadeq | Canwen Xu | Julian McAuley |

Efficiently Tuned Parameters Are Task Embeddings EMNLP

Wangchunshu Zhou | Canwen Xu | Julian McAuley |

Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World Knowledge NAACL

Canwen Xu | Wangchunshu Zhou | Tao Ge | Ke Xu | Julian McAuley | Furu Wei |

Datasets: A Community Library for Natural Language Processing EMNLP

Quentin Lhoest | Albert Villanova del Moral | Yacine Jernite | Abhishek Thakur | Patrick von Platen | Suraj Patil | Julien Chaumond | Mariama Drame | Julien Plu | Lewis Tunstall | Joe Davison | Mario Šaško | Gunjan Chhablani | Bhavitvya Malik | Simon Brandeis | Teven Le Scao | Victor Sanh | Canwen Xu | Nicolas Patry | Angelina McMillan-Major | Philipp Schmid | Sylvain Gugger | Clément Delangue | Théo Matussière | Lysandre Debut | Stas Bekman | Pierric Cistac | Thibault Goehringer | Victor Mustar | François Lagunas | Alexander Rush | Thomas Wolf |

Beyond Preserved Accuracy: Evaluating Loyalty and Robustness of BERT Compression EMNLP

Canwen Xu | Wangchunshu Zhou | Tao Ge | Ke Xu | Julian McAuley | Furu Wei |

Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting EMNLP

Wangchunshu Zhou | Tao Ge | Canwen Xu | Ke Xu | Furu Wei |

MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization ACL

Canwen Xu | Jiaxin Pei | Hongtao Wu | Yiyu Liu | Chenliang Li |

Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders ACL

Yu Duan | Canwen Xu | Jiaxin Pei | Jialong Han | Chenliang Li |

UnihanLM: Coarse-to-Fine Chinese-Japanese Language Model Pretraining with the Unihan Database AACL

Canwen Xu | Tao Ge | Chenliang Li | Furu Wei |

BERT-of-Theseus: Compressing BERT by Progressive Module Replacing EMNLP

Canwen Xu | Wangchunshu Zhou | Tao Ge | Furu Wei | Ming Zhou |

Transformers: State-of-the-Art Natural Language Processing EMNLP

Thomas Wolf | Lysandre Debut | Victor Sanh | Julien Chaumond | Clement Delangue | Anthony Moi | Pierric Cistac | Tim Rault | Remi Louf | Morgan Funtowicz | Joe Davison | Sam Shleifer | Patrick von Platen | Clara Ma | Yacine Jernite | Julien Plu | Canwen Xu | Teven Le Scao | Sylvain Gugger | Mariama Drame | Quentin Lhoest | Alexander Rush |