Sogou news - dataset

2,909,551 news articles from 5 categories of SogouCA and SogouCS news corpora.Each category contains 90,000 training samples and 12,000 test samples, respectively.These Chinese characters have been converted into Pinyin.

This article offers an empirical exploration on the use of character-level convolutional networks (ConvNets) for text classification. We constructed several large-scale datasets to show that character-level convolutional networks couldachieve state-of-the-art or competitive results. Comparisons are offered against traditional models such as bag of words, n-grams and their TFIDF variants, and deep learning models such as word-based ConvNets and recurrent neural networks.

Translation:

This paper conducts an empirical study on the application of character-level convolutional networks (ConvNets) in text classification.We construct several large-scale datasets to demonstrate that character-level convolutional networks can achieve state-of-the-art or competitive results.Traditional models such as bag of words, n-grams and their TFIDF variants, and deep learning models such as word-based ConvNets and recurrent neural networks are compared.

You can download the dataset from the official website address, and I myself shared a copy on Baidu Netdisk.You can follow my official account and reply "2020082502" to get the download link.

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As long as I have time, I try to write articles and share them with everyone.

My official account:

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