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Yanpeng Zhao (赵彦鹏)

Yanpeng Zhao (Yann)


The University of Edinburgh


My research interest is in structured prediction and latent variable models. Check out my recent work or email me.

I am a Ph.D. student in the ILCC at the University of Edinburgh, under the supervision of Prof. Ivan Titov and Mirella Lapata. I am also a member of the Edinburgh NLP. Before moving to Edinburgh, I spent three wonderful years in the SIST at ShanghaiTech University and worked with Prof. Kewei Tu.

News

  • First EMNLP paper received review scores (4.5/5, 4.5/5, 4.5/5)
    “A clear step forward with novel methods and strong improvement.” – Anonymous Reviews
  • First ACL paper received review scores (6/6, 5/6, 5/6)
    “The first general framework of using latent vectors for grammars.” – Anonymous Reviews

Publications

  • Visually Grounded Compound PCFGs
    Yanpeng Zhao and Ivan Titov.
    EMNLP 2020. [paper], [code], [reviews].
    Best Paper Honorable Mention [link].

Preprints

  • An Empirical Study of Compound PCFGs
    Yanpeng Zhao.
    Preprint 2020. [paper], [code].
  • Unsupervised Transfer of Semantic Role Models from Verbal to Nominal Domain
    Yanpeng Zhao and Ivan Titov.
    Preprint 2020. [paper], [code].

Before 2018

  • Gaussian Mixture Latent Vector Grammars
    Yanpeng Zhao, Liwen Zhang, Kewei Tu.
    ACL 2018 (oral). [paper], [code], [reviews].
    Nominated for the Best Paper Award.
  • Structured Attentions for Visual Question Answering
    Chen Zhu, Yanpeng Zhao, Shuaiyi Huang, Kewei Tu, and Yi Ma.
    ICCV 2017 (poster). [paper], [code], [reviews].
  • Learning Bayesian Network Structures Under Incremental Construction Curricula
    Yanpeng Zhao, Yetian Chen, Kewei Tu, and Jin Tian.
    Neurocomputing 2017. [paper].
  • Sequence Prediction Using Neural Network Classifiers
    Yanpeng Zhao, Shanbo Chu, Yang Zhou, and Kewei Tu.
    ICGI 2016 (workshop track). [paper], [slides].
  • Curriculum Learning of Bayesian Network Structures
    Yanpeng Zhao, Yetian Chen, Kewei Tu, and Jin Tian.
    ACML 2015 (oral). [paper], [code], [poster], [reviews].
  • Language Style Transfer from Non-Parallel Text with Arbitrary Styles
    Yanpeng Zhao, Victoria W. Bi, Deng Cai, Xiaojiang Liu, Kewei Tu, Shuming Shi.
    Technical report, 2018. [paper].

Miscellaneous

  • The avatar photo was taken during my road bike trip around the Qinghai Lake in the summer of 2012
Yanpeng Zhao

Yanpeng Zhao

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