1 code implementation • 29 Nov 2019 • Ziqi Pang, Zhiyuan Hu, Pavel Tokmakov, Yu-Xiong Wang, Martial Hebert
Indeed, even the majority of few-shot learning methods rely on a large set of "base classes" for pretraining.
1 code implementation • 17 Nov 2019 • Haozhe Wu, Zhiyuan Hu, Jia Jia, Yaohua Bu, Xiangnan He, Tat-Seng Chua
Next, we define user's attributes as two categories: spatial attributes (e. g., social role of user) and temporal attributes (e. g., post content of user).
no code implementations • EMNLP 2018 • Richong Zhang, Zhiyuan Hu, Hongyu Guo, Yongyi Mao
We propose a novel strategy to encode the syntax parse tree of sentence into a learnable distributed representation.