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文本分类

文本分类（Text Classification）任务是根据给定文档的内容或主题，自动分配预先定义的类别标签。

zhihu.com/question/50888062
- https://www.zhihu.com/question/50888062
如何评价Word2Vec作者提出的fastText...
- https://www.zhihu.com/question/48345431/answer/110416858
深度学习-LSTM文本分类
- https://zhuanlan.zhihu.com/p/30546071
Recurrent Convolutional Neural Networks for Text Classification
- https://zhuanlan.zhihu.com/p/21253220
使用scikit-learn进行文本分类
- https://zhuanlan.zhihu.com/p/20757320
Text Classification with NLTK and Scikit-Learn · Libelli
- https://bbengfort.github.io/tutorials/2016/05/19/text-classification-nltk-sckit-learn.html
Text Classification With Word2Vec - DS lore
- http://nadbordrozd.github.io/blog/2016/05/20/text-classification-with-word2vec/
Text Classification, Part 3 - Hierarchical attention network
- https://richliao.github.io/supervised/classification/2016/12/26/textclassifier-HATN/
CNN只能用于图像分类么？ - 知乎
- https://www.zhihu.com/question/31580874
用于数据挖掘的分类算法有哪些，各有何优劣？ - 知乎
- https://www.zhihu.com/question/24169940
深度学习算法哪些适用于文本处理？ - 知乎
- https://www.zhihu.com/question/29910333
126篇殿堂级深度学习论文分类整理从入门到应用（下）
- https://zhuanlan.zhihu.com/p/25549585
Text classification using CNN : Example
- https://agarnitin86.github.io/blog/2016/12/23/text-classification-cnn
Text Classification, Part I - Convolutional Networks
- https://richliao.github.io/supervised/classification/2016/11/26/textclassifier-convolutional/
A TensorFlow Tutorial: Email Classification
- http://jrmeyer.github.io/tutorial/2016/02/01/TensorFlow-Tutorial.html
项目推荐：中文文本分类和数据集
- https://zhuanlan.zhihu.com/p/33133752
如何评价Word2Vec作者提出的fastText...
- https://www.zhihu.com/question/48345431
深度神经网络训练IMDB情感分类的四种方法 · 夜露
- https://gaussic.github.io/2017/03/03/imdb-sentiment-classification/
fastText 源码分析 - Helei's Tech Notes
- https://heleifz.github.io/14732610572844.html
使用scikit-learn实现多类别及多标签分类算法 - 数据科学沉思录
- http://yphuang.github.io/blog/2016/04/22/Multiclass-and-Multilabel-algorithms-Implementation-in-sklearn/

展开全文

参考链接

父主题

自然语言处理应用研究

子主题

BERT多标签分类

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