This project forked from sunlinjie/text_review
本项目旨在识别长短文本中的敏感词,并对整段/句文本进行语义分类,从而达到文本审核的目的
| Text_Review | jasonlbx13 |
|---|---|
| Source | https://github.com/jasonlbx13/Text_Review |
| Keywords | text review |
快速识别敏感词
本项目含约6w左右敏感词库,可识别政治/暴恐/色情/赌博等网络常见敏感词.在使用过程中,可根据用户需要增、改、删、查敏感词.
fasttext语义分析
利用爬虫抓取的贴吧正样本和境外反动网站所爬取的长短预料文本,对fasttext模型进行训练.预训练模型在/ai/flp中,可识别正常涉政,违规涉政和正常.
cherry文本分类
使用cherry文本分类库,对输入语段进行政治/正常/色情/赌博四个类别进行分类.
本项目支持python3.6版本(其他版本未测试,但必须为python3),不需要cuda即可使用
git clone https://github.com/jasonlbx13/Text_Review
cd Text_Review
pip install -r requirements.txt
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