I study natural language processing, with a specific focus on its application in medical domain. My advisors at the UMass is Hong Yu. Prior to UMass, I worked with Yuanzhuo Wang at Institute of computing technology, Chinese Academy of Sciences and Yansong Feng at Peking University in knowledge graph completion.
Apart from research, I like making art works using Python (These includes some of my most proud works, come in and take a look!) and cooking, I am also the vocal in a band called Neural Nightmare.
University of Massachusetts, Amherst. PhD candidate. Amherst, MA, USA, Sep 2017 - Present
Siemens Healthineers. research intern, Princeton, NJ, USA, May 2019 - Aug 2019
Baidu Inc. research intern, Beijing, China, May 2018 - Aug 2018
Institute of Computing Technology, Chinese Academy of Sciences. MS, Beijing, China, Sep 2014 - Jun 2017
School of Computer Science, Wuhan University. BS, Wuhan, China, Sep 2010 - Jun 2014
Publications (* equal contribution)
Generating Classical Chinese Poems from Vernacular Chinese, EMNLP 2019
Path-Based Attention Neural Model for Fine-Grained Entity Typing, AAAI 2018
Zhichao Yang*, Pengshan Cai*, Yansong Feng, Fei Li, Weijiang Feng, Elena Suet-Ying Chiu, Hong Yu
Coarse to Fine: Diffusing Categories in Wikipedia, WWW 2017
Denghui Zhang, Manling Li, Pengshan Cai, Yantao Jia, Yuanzhuo Wang
Learning Knowledge Representation Across Knowledge Graphs, AAAI Workshops 2017
Pengshan Cai, Yansong Feng, Yantao Jia, Yuanzhuo Wang, Xiaolong Jin, Xueqi Cheng
Pengshan Cai*, Wei Li*, Yansong Feng, Yuanzhuo Wang, Yantao Jia