17 citations · 26 across the 3 of their papers we have counts for
3 papers
cs.CL2020★ 3 cited
Combine Convolution with Recurrent Networks for Text Classification
Shengfei Lyu, Jiaqi Liu
Convolutional neural network (CNN) and recurrent neural network (RNN) are two popular architectures used in text classification. Traditional methods to combine the strengths of the…
cs.CL2016★ 17 cited
Deep Recurrent Convolutional Neural Network: Improving Performance For Speech Recognition
Zewang Zhang, Zheng Sun, Jiaqi Liu +3
A deep learning approach has been widely applied in sequence modeling problems. In terms of automatic speech recognition (ASR), its performance has significantly been improved by i…
cs.LG2016★ 6 cited
Composing Music with Grammar Argumented Neural Networks and Note-Level Encoding
Zheng Sun, Jiaqi Liu, Zewang Zhang +4
Creating aesthetically pleasing pieces of art, including music, has been a long-term goal for artificial intelligence research. Despite recent successes of long-short term memory (…