SeanLee97/xmnlp

Health v2 · maintenance only

Adoption not part of the score

1297 stars · 184 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

xmnlp is an out-of-the-box Chinese natural language processing toolkit in Python built on ONNX Runtime. It provides lexical analysis (segmentation, POS tagging, NER), sentiment analysis, spell checking, pinyin conversion, radical extraction, text summarization, and sentence embeddings/similarity.

Use cases

• segment chinese text into words
• tag parts of speech in chinese sentences
• recognize named entities in chinese text
• check and correct chinese spelling errors
• convert chinese text to pinyin
• analyze sentiment of chinese reviews
• extract keywords and keyphrases from chinese documents
• compute sentence similarity for chinese text

When to choose

• you need a lightweight, easy-to-install Chinese NLP toolkit with many built-in tasks
• you want ONNX-based inference without heavy deep learning frameworks
• you need custom dictionaries for segmentation and tagging

When to avoid

• you need state-of-the-art accuracy on complex NLP tasks
• you need languages other than Chinese
• you need actively maintained software with recent updates

Facets

library · maturity maintenance

nlp machine-learning machine-learning python windows chinese-nlp segmentation pos-tagging ner sentiment-analysis spell-check pinyin radicals text-summarization sentence-embeddings onnx natural-language-processing linux macos

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