248 citations · 640 across the 8 of their papers we have counts for
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cs.CL2016★ 39 cited
Convolutional Neural Networks for Text Categorization: Shallow Word-level vs. Deep Character-level
Rie Johnson, Tong Zhang
This paper reports the performances of shallow word-level convolutional neural networks (CNN), our earlier work (2015), on the eight datasets with relatively large training data th…
stat.ML2016★ 126 cited
Supervised and Semi-Supervised Text Categorization using LSTM for Region Embeddings
Rie Johnson, Tong Zhang
One-hot CNN (convolutional neural network) has been shown to be effective for text categorization (Johnson & Zhang, 2015). We view it as a special case of a general framework which…