├── .github ├── ISSUE_TEMPLATE │ ├── bug-report.md │ ├── feature-request.md │ └── usage-question.md └── stale.yml ├── .gitignore ├── 01_word_embedding ├── 01_文本表示.ipynb ├── 02_词向量Skip-gram模型.ipynb ├── 03_Word2Vec.ipynb ├── 04_Doc2Vec.ipynb ├── 05_Bert向量.ipynb ├── README.md └── data │ ├── C000008_test.txt │ ├── en-simlex-999.txt │ └── nietzsche.txt ├── 02_lexical_analysis ├── 01_中文分词工具.ipynb ├── 02_从头实现中文分词.ipynb ├── 03_LSTM词性标注模型.ipynb ├── README.md └── data │ └── seg_data.txt ├── 03_language_model ├── 01_语言模型.ipynb ├── 02_Transformer语言模型.ipynb ├── 03_Bert完形填空.ipynb ├── README.md └── data │ └── nietzsche.txt ├── 04_text_classification ├── 01_机器学习分类模型.ipynb ├── 02_深度学习分类模型.ipynb ├── 03_Bert文本分类.ipynb ├── 04_应用_姓名识别国籍.ipynb ├── README.md ├── data │ ├── names │ │ ├── Arabic.txt │ │ ├── Chinese.txt │ │ ├── Czech.txt │ │ ├── Dutch.txt │ │ ├── English.txt │ │ ├── French.txt │ │ ├── German.txt │ │ ├── Greek.txt │ │ ├── Irish.txt │ │ ├── Italian.txt │ │ ├── Japanese.txt │ │ ├── Korean.txt │ │ ├── Polish.txt │ │ ├── Portuguese.txt │ │ ├── Russian.txt │ │ ├── Scottish.txt │ │ ├── Spanish.txt │ │ └── Vietnamese.txt │ └── spamdata.csv ├── sentiment_classification_avg.py ├── sentiment_classification_cnn.py └── sentiment_classification_rnn.py ├── 05_text_matching ├── 01_词粒度文本匹配.ipynb ├── 02_句粒度文本匹配.ipynb ├── 03_篇章粒度文本匹配.ipynb ├── README.md ├── data │ └── C000008_test.txt ├── sbert.py ├── sbert_paraphrase_mining.py └── simcse.py ├── 06_text_generation ├── 01_字符级人名生成.ipynb ├── 02_预训练文本生成模型.ipynb ├── README.md └── data │ └── names │ ├── Arabic.txt │ ├── Chinese.txt │ ├── Czech.txt │ ├── Dutch.txt │ ├── English.txt │ ├── French.txt │ ├── German.txt │ ├── Greek.txt │ ├── Irish.txt │ ├── Italian.txt │ ├── Japanese.txt │ ├── Korean.txt │ ├── Polish.txt │ ├── Portuguese.txt │ ├── Russian.txt │ ├── Scottish.txt │ ├── Spanish.txt │ └── Vietnamese.txt ├── 07_information_extraction ├── 01_CRF实体识别模型.ipynb ├── 02_Bert实体识别.ipynb ├── README.md └── data │ └── 1980_01_rmrb.txt ├── 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