Pengfei Liu
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I am a postdoc at the Language Technologies Institute (LTI) of Carnegie Mellon University, working with Prof. Graham Neubig. I'm a member of NeuLab. I obtained a Ph.D. degree in the School of Computer Science at Fudan University (11.2019), advised by Prof. Xipeng Qiu and Prof. Xuanjing Huang I'm lucky to be a visiting scholar, learning at the Montreal Institute for Learning Algorithms ( MILA ), in Canada (2017.10~2018.10). Specifically, I favor the following research perspectives for natural language:

  • Interpretable Analysis for NLP-oriented Neural Networks
  • Learning transferable, disentangled, interpretable representations (i.e., Multi-task, Transfer, Meta-learning)
  • Text Summarization Sequence Labeling (i.e., NER, CWS)

Gratefully, during my Ph.D., I have obtained multiple fellowship awards (Baidu Scholar, Tencent AI Lab Fellowship, Microsoft Research Asia Fellow, IBM Ph.D. Fellowship), which are one of the highest fellowship honors for Chinese Ph.D. students in computer science.

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