Zhenglu Yang

An Enhanced Convolutional Neural Network Model for Answer Selection

2017

Answer selection is an important task in question answering (QA) from the Web. To address the intrinsic difficulty in encoding sentences with semantic meanings, we introduce a general framework, i.e., Lexical Semantic Feature based Skip …

Effective Representing of Information Network by Variational Autoencoder

2017

Network representation is the basis of many applications and of extensive interest in various fields, such as information retrieval, social network analysis, and recommendation systems. Most previous methods for network representation only consider the incomplete …