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| SnowNLP | Jieba | |
|---|---|---|
| 1 | 6 | |
| 6,312 | 32,422 | |
| - | - | |
| 0.0 | 0.0 | |
| over 4 years ago | about 1 month ago | |
| Python | Python | |
| MIT License | MIT License |
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SnowNLP
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Recommendations for Chinese language sentiment analysis in Python?
I've found SnowNLP, but most of the library is over six years old, which is not ideal for long-term projects as it's outside the support window. SnowNLP's methodology for training sentiment data also sounds messy and unreliable. I couldn't find anything else.
Jieba
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[OC] How Many Chinese Characters You Need to Learn to Read Chinese!
jieba to do Chinese word segmentation
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Sentence parser for Mandarin?
Jieba: Chinese text segmenter
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How many in here use google sheets to keep track on their Chinese vocabulary? (2 pics) - More info in the comments
If you know some python you can use a popular library called Jieba 结巴 to automatically get pinyin for every word. (Jieba has actually been ported to many languages) You can also use it to break a chinese text into a set of unique words for easy addition to your spreadsheet.
- Where can I download a database of Chinese word classifications (noun, verb, etc)
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Learn vocabulary effortlessly while browsing the web [FR,EN,DE,PT,ES]
Since you're saying the main issue is segmentation, there are libraries to help out with that issue. jieba is fantastic if you have a Python backend, nodejieba (50k downloads/week) if it's more JS-side.
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I'm looking for a specific vocab list
https://github.com/fxsjy/jieba/ (has some good word frequency data)
What are some alternatives?
NLTK - NLTK Source
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
textacy - NLP, before and after spaCy
pkuseg-python - pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation
TextGrocery - A simple short-text classification tool based on LibLinear
Stanza - Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
quepy - A python framework to transform natural language questions to queries in a database query language.
TextBlob - Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
Pattern - Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.