Here’s a list of my publications.

Year: 2017 2016 2014 2013 2012


  • Peng Qi, Christopher D. Manning. Arc-swift: A Novel Transition System for Dependency Parsing. ACL 2017. [PDF]    [BibTeX]    [Code]
  • Timothy Dozat, Peng Qi, Christopher D. Manning. Stanford’s Graph-based Neural Dependency Parser at the CoNLL 2017 Shared Task. CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies. 1st place. [PDF]     [BibTeX]


  • Yuhao Zhang*, Arun Chaganty*, Ashwin Paranjape*, Danqi Chen*, Jason Bolton*, Peng Qi, and Christopher D. Manning. Stanford at TAC KBP 2016: Sealing Pipeline Leaks and Understanding Chinese. In Text Analysis Conference (TAC) Proceedings, 2016. [PDF]   [BibTeX]
  • Andrew L. Maas, Peng Qi, Ziang Xie, Awni Y. Hannun, Christopher T. Lengerich, Daniel Jurafsky, Andrew Y. Ng. Building DNN Acoustic Models for Large Vocabulary Speech Recognition. Computer Speech & Language, 2016. [HTML]    [BibTeX]


  • Xiaolin Hu, Jianwei Zhang, Peng Qi, and Bo Zhang. Modeling Response Properties of V2 Neurons with a Modified K-Means. In Neurocomputing, 2014.[PDF]   [HTML]    [BibTeX]


  • Peng Qi and Xiaolin Hu. Learning Nonlinear Regularities in Natural Images by Modeling the Outer Product of Image Intensities. Neural Computation, 2013. [PDF]   [Code]   [HTML]    [BibTeX]
  • Peng Qi, Shuochen Su, and Xiaolin Hu. Modeling Outer Product of Features for Image Classification. ICACI 2013. [PDF]    [BibTeX]


  • Xiaolin Hu, Peng Qi, and Bo Zhang. Hierarchical K-Means Algorithm for Modeling Visual Area V2 Neurons. In Neural Information Processing, Lecture Notes in Computer Science, pp. 373–381, Springer Berlin / Heidelberg, 2012. 10.1007/978-3-642-34487-9_46. Best Paper Award
    [PDF]   [HTML]    [BibTeX]