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中文文本分类,TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention,DPCNN,Transformer,基于pytorch,开箱即用。 - yuansky/Chinese-Text-Classification-Pytorch
用卷积神经网络基于 Tensorflow 实现的中文文本分类 项目地址: https://github.com/fendouai/Chinese-Text-Classification 欢迎提问:http://tensorflow123.com/ 这个项目是基于以下项目改写: cnn-text-classification-tf 主要的改动: 兼容tensorflow 1.2 以上 增加了中文数据集 增加了中文处理流程 特性: 兼容最新 TensorF...
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GitHub地址:github.com/JackHCC/Chin https://github.com/JackHCC/Chinese-Text-Classification-PyTorchgithub.com/JackHCC/Chinese-Text-Classification-PyTorch 中文文本分类,基于pytorch,开箱即用。 神经网络模型:TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention, DPCNN, Transformer 预训练模型:Bert,ERNIE 介...
https://github.com/alexander-rakhlin/CNN-for-Sentence-Classification-in-Keras Requirement python 3 pytorch > 0.1 torchtext > 0.1 numpy Result I just tried two dataset, MR and SST. I haven't adjusted the hyper-parameters for SST seriously. ...
This model does not work well for complex tasks such as sentiment analysis or question answering, but it works surprisingly well for classification and topic modeling. In addition, itâs a good starting point for understanding what the texts are all about. In this section, we will ...
To solve the problem regarding unbalanced distribution of multi-category Chinese long texts and improve the classification accuracy thereof, a data enhancement method was proposed. Combined with this method, a feature-enhanced text-inception model for Chinese long text classification was proposed. First,...
github:Chinese-Text-Classification-Pytorch,开箱即用。中文数据集:我从THUCNews中抽取了20万条新闻标题,文本长度在20到30之间。一共10个类别,每类2万条。以字为单位 pytorch 多标签文本分类 卷积 自然语言处理 机器学习 人工智能 pytorch lstm文本分类 rnn pytorch中文文本分类 目录一、前期准备1.环境准备2.加载...
8、其他相关实现 https://github.com/yoonkim/CNN_sentence https://github.com/dennybritz/cnn-text-classification-tf 9、整体详细过程见: text_classify_details.pdf。 Releases No releases published Packages No packages published Languages Python100.0%...