Lianzhe Huang

Lianzhe Huang

Ph.D. student

Peking University

Biography

I am a freshman in Natural Language Processing. Now I am studying at Institute of Computational Linguistics, Peking University. My major is Computer software and theory and I am mentored by Prof. Houfeng Wang.

Interests
  • Sentiment Analysis
  • Graph Neural Network
Education

  • Ph.D. student in Computer Science, 2018 - Now

    Peking University

  • B.Eng. in Computer Science, 2014 - 2018

    Wuhan University

Recent Publications

Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt
Preprints
Lianzhe Huang, Shuming Ma, Dongdong Zhang, Furu Wei, Houfeng Wang
First Target and Opinion then Polarity: Enhancing Target-opinion Correlation for Aspect Sentiment Triplet Extraction
Preprints
Lianzhe Huang, Peiyi Wang, Sujian Li, Tianyu Liu, Xiaodong Zhang, Zhicong Cheng, Dawei Yin, Houfeng Wang
Syntax-Aware Graph Attention Network for Aspect-Level Sentiment Classification
The 28th International Conference on Computational Linguistics (COLING’2020)
Lianzhe Huang, Xin Sun, Sujian Li, Linhao Zhang, Houfeng Wang
Text Level Graph Neural Network for Text Classification
Proceeding of the 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP 2019)
Lianzhe Huang, Dehong Ma, Sujian Li, Xiaodong Zhang, Houfeng Wang

Open Source Contribution

Transformers
huggingface/transformers Sep 2020
Implemented data collator and dataset class for the Bert Next Sentence Prediction task, as well as testing codes for them.

Experience

 
 
 
 
 
Research Intern
Microsoft Research Asia
Sep 2021 – Jan 2022 Beijing
Participated in a research internship about prompt-tuning at MSRA.
 
 
 
 
 
Research Intern
Baidu Inc.
May 2020 – Jan 2021 Beijing
Participated in a research internship about pre-training at Baidu Inc.
 
 
 
 
 
Member of Technical Affairs Committee
Weiming BBS, PKU
Apr 2020 – Present Beijing
Participate in the development and maintenance of Weiming BBS.
 
 
 
 
 
Development Engineer
Wuhan Research Institute of Huawei Technologies Co., Ltd.
Apr 2016 – Sep 2016 Wuhan
Participated in the development of Huawei Wuhan Research Institute’s internal monitoring services.

Honors & Awards

Merit Student
Peking University Oct 2020
Award for Scientific Research
Peking University Dec 2019
Honorary Graduates of Hongyi Class & Outstanding Graduates of WuHan University
Wuhan University Jun 2018