2020

  1. MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization Canwen Xu*, Jiaxin Pei*, Hongtao Wu, Yiyu Liu, and Chenliang Li ACL 2020
    Acceptance rate: 779/3429=22.7%
    [arXiv] [URL]
  2. Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders Yu Duan*, Canwen Xu*, Jiaxin Pei*, Jialong Han, and Chenliang Li ACL 2020
    Acceptance rate: 779/3429=22.7%
    [arXiv] [URL]

2019

  1. DLocRL: A Deep Learning Pipeline for Fine-Grained Location Recognition and Linking in Tweets Canwen Xu, Jing Li, Xiangyang Luo, Jiaxin Pei, Chenliang Li, and Donghong Ji WWW 2019
    Acceptance rate: 72/361=19.9%
    [arXiv] [URL]
  2. Exploiting Multiple Embeddings for Chinese Named Entity Recognition Canwen Xu*, Feiyang Wang*, Jialong Han, and Chenliang Li CIKM 2019
    Acceptance rate: 100/471=21.2%
    [arXiv] [URL] [Poster] [Slides] [Code]

preprints

2020

  1. BERT-of-Theseus: Compressing BERT by Progressive Module Replacing Canwen Xu*, Wangchunshu Zhou*, Tao Ge, Furu Wei, and Ming Zhou arXiv cs.CL 2002.02925 [arXiv] [Code]
  2. BERT Loses Patience: Fast and Robust Inference with Early Exit Wangchunshu Zhou*, Canwen Xu*, Tao Ge, Julian McAuley, Ke Xu, and Furu Wei arXiv cs.CL 2006.04152 [arXiv]
  3. HuggingFace’s Transformers: State-of-the-art Natural Language Processing Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, Rémi Louf, Morgan Funtowicz, Joe Davison, Sam Shleifer, Patrick Platen, Clara Ma, Yacine Jernite, Julien Plu, Canwen Xu, Teven Le Scao, Sylvain Gugger, Mariama Drame, Quentin Lhoest, and Alexander M. Rush arXiv cs.CL 1910.03771 [arXiv]

2019

  1. Obj-GloVe: Scene-Based Contextual Object Embedding Canwen Xu, Zhenzhong Chen, and Chenliang Li arXiv cs.CV 1907.01478 [arXiv]