natural language processing

Natural language processing (NLP) is a subfield of linguistics, computer science, information engineering, and artificial intelligence concerned with the interactions between computers and human (natural) languages, in particular how to program computers to process and analyze large amounts of natural language data.

Learn

• microsoft/nlp-recipes Natural Language Processing Best Practices & Examples
• ChatBotCourse - 自己动手做聊天机器人教程

Libraries

• spaCy: Industrial-strength NLP spaCy is a library for advanced Natural Language Processing in Python and Cython. It's built on the very latest research, and was designed from day one to be used in real products. spaCy comes with pretrained statistical models and word vectors, and currently supports tokenization for 50+ languages. It features state-of-the-art speed, convolutional neural network models for tagging, parsing and named entity recognition and easy deep learning integration. It's commercial open-source software, released under the MIT license.
• HanLP Natural Language Processing for the next decade https://bbs.hankcs.com/

Resources

• fighting41love/funNLP 最近需要从文本中抽取结构化信息，用到了很多github上的包，遂整理了一下，后续会不断更新。
• Synonyms, Chinese Synonyms for Natural Language Processing and Understanding. 最好的中文近义词工具包。
• awesome_Chinese_medical_NLP 中文医学NLP公开资源整理：术语集/语料库/词向量/预训练模型/知识图谱/命名实体识别/QA/信息抽取/etc