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hellonlp / Sentiment_analysis_albert

sentiment analysis、文本分类、ALBERT、TextCNN、classification、tensorflow、BERT、CNN、text classification

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简介

1、本项目是在tensorflow版本1.14.0的基础上做的训练和测试。
2、本项目为中文的文本情感分析,为多文本分类,一共3个标签:1、0、-1,分别表示正面、中面和负面的情感。
3、欢迎大家联系我 www.hellonlp.com
4、albert_small_zh_google对应的百度云下载地址:
链接:https://pan.baidu.com/s/1RKzGJTazlZ7y12YRbAWvyA
提取码:wuxw

使用方法

1、准备数据
数据格式为:sentiment_analysis_albert/data/sa_test.csv
2、参数设置
参考脚本 hyperparameters.py,直接修改里面的数值即可。
3、训练
python train.py
4、推理
python predict.py

知乎代码解读

https://zhuanlan.zhihu.com/p/149491055

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