no code implementations • 16 Dec 2018 • Yinglan Ma, Hongyu Xiong, Zhe Hu, Lizhuang Ma
As a way to significantly reduce model size and computation time, binarized neural network has only been shown to excel on semantic-level tasks such as image classification and recognition.
no code implementations • 4 Dec 2018 • Hongyu Xiong, Ruixiao Sun
A natural language interface (NLI) to structured query is intriguing due to its wide industrial applications and high economical values.
2 code implementations • 7 Sep 2018 • Wenlu Wang, Yingtao Tian, Hongyu Xiong, Haixun Wang, Wei-Shinn Ku
In this work, we introduce a general purpose transfer-learnable NLI with the goal of learning one model that can be used as NLI for any relational database.