#71 · Primary category: NLP Tools & Text Processing

Jiagu

chinese-word-segmentation cws ner nlp pos

Jiagu: Deep learning natural language processing tool for knowledge graph relation extraction, Chinese word segmentation, part-of-speech tagging, named entity recognition, sentiment analysis, new word discovery, keywords, text summarization, and text clustering.

Project last updated:05/07/22

GitHub Stars

3.4K

Forks

606

Contributors

4

License

MIT

Why we included this project

Jiagu covers a lot of Chinese-language NLP in one small Python package: a single `pip install jiagu` gets you word segmentation, part-of-speech tagging, named entity recognition, sentiment analysis, keyword extraction, and text summarization, which is convenient when you need a quick baseline for a Chinese product without wiring together several separate tools. The API stays deliberately simple, mostly a handful of function calls, so small teams and quick experiments can get results without much setup. It also includes extras like new-word discovery built on information entropy and a knowledge-graph relation extractor, though that extractor is really intended for testing against encyclopedia-style descriptions, so treat it as exploratory rather than production-grade.

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