Text Classification based on Multi-granularity Attention Hybrid Neural Network

no code implementations • 12 Aug 2020 • Zhenyu Liu, Chaohong Lu, Haiwei Huang, Shengfei Lyu, Zhenchao Tao

Conventionally, there are two mainstream neural architectures for NLP tasks: the recurrent neural network (RNN) and the convolution neural network (ConvNet).

General Classification Sentence +2

Online Dynamic Network Embedding

no code implementations • 30 Jun 2020 • Haiwei Huang, Jinlong Li, Huimin He, Huanhuan Chen

Network embedding is a very important method for network data.

Network Embedding

Multichannel CNN with Attention for Text Classification

no code implementations • 29 Jun 2020 • Zhenyu Liu, Haiwei Huang, Chaohong Lu, Shengfei Lyu

Alternatively, CNN is able to capture n-gram features of texts by utilizing convolutional filters.

General Classification Sentence +2