Word embedding

词嵌入

刷博客、看论文、做实验，从2019年的内容起步学习，之前的都已被淘汰…

word2vec-神经网络语言模型

1.安装好NLTK-data包

2.能用gensim中的Word2Vec训练自己语料库中的词嵌入表示
https://machinelearningmastery.com/develop-word-embeddings-python-gensim/

3.https://machinelearningmastery.com/develop-word-embedding-model-predicting-movie-review-sentiment/

4.Deep Convolutional Neural Network for Sentiment Analysis!

https://machinelearningmastery.com/develop-word-embedding-model-predicting-movie-review-sentiment/

5.更先进的模型–BERT:

https://blog.csdn.net/weixin_38267719/article/details/94005631?utm_medium=distribute.pc_relevant.none-task-blog-2%7Edefault%7EBlogCommendFromMachineLearnPai2%7Edefault-4.control&dist_request_id=&depth_1-utm_source=distribute.pc_relevant.none-task-blog-2%7Edefault%7EBlogCommendFromMachineLearnPai2%7Edefault-4.control

6.目前最先进的模型：

https://blog.csdn.net/jclian91/article/details/104826655/?utm_medium=distribute.pc_relevant.none-task-blog-baidujs_title-4&spm=1001.2101.3001.4242

https://machinelearningmastery.com/develop-word-embedding-model-predicting-movie-review-sentiment/