I'm a Third year Ph.D student at Zhejiang University in China, and now I am a visiting scholar in SunLab at Ohio State University (OSU) in USA. My research interests focus on natural language processing (NLP), especially question answering and text generation. I work in Machine Learning Group with Prof. Xiaofei He and Prof. Deng Cai. In 2016, I got my bachelor degree in the School of Mathematical Science at Zhejiang University.
In May 2017, our model (MEMEN) achieved the second place on the leaderboard of the Stanford Question Answering Dataset (SQuAD).
Our work in NeurIPS 2018 was invited to have a talk on the 16th China Symposium on Machine Learning Applications (MLA 2018), Nanjing, China.
Our paper "MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models" got accepted in NeurIPS 2018, Montreal, Canada.
Our paper "Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference" got accepted in ACL 2018 (oral), Melbourne, Australia.
Our Model "MEMEN" achieved the second place on the SQuAD leaderboard!
Our paper "Robust Asymmetric Bayesian Adaptive Matrix Factorization" got accepted in IJCAI 2017, Melbourne, Australia.
Link to [Google Scholar]
MEMEN: Multi-layer Embedding with Memory Networks for Machine Comprehension
arXiv preprint arXiv:1707.09098
Boyuan Pan, Hao Li, Zhou Zhao, Bin Cao, Deng Cai, Xiaofei He
Robust Asymmetric Bayesian Adaptive Matrix Factorization
Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI 2017)
Xin Guo, Boyuan Pan, Deng Cai, Xiaofei He
November 2018 - Present
Visiting scholar at Ohio State University, Columbus, USA.
October 2017 - September 2018
NLP algorithm intern at YIWISE.AI, Hangzhou, China.
November 2016 - September 2017
NLP algorithm intern at Eigen Technology, Hangzhou, China.
July 2015 - August 2015
Research Intern at the Department of Statistics of North Carolina State University, Raleigh, USA.
August 2014 - September 2014
Summer school at UCLA, Los Angeles, USA.
Program Committee Member: AAAI 2018, ACL 2018, ACL 2019.
Journal Reviewer: IEEE TNNLS.