entity-sentiment-analysis
Pattern
entity-sentiment-analysis | Pattern | |
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1 | 2 | |
12 | 8,675 | |
- | 0.3% | |
0.0 | 0.0 | |
over 1 year ago | 10 months ago | |
Python | Python | |
- | BSD 3-clause "New" or "Revised" License |
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entity-sentiment-analysis
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Is there an open-source way to replicate entity-level sentiment from Google's Cloud Natural Language API?
I'm currently playing around with another repo I found, but the last commit was in 2018. I'm sure there are more modern implementations.
Pattern
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Discussion Thread
if you're curious about the nitty gritty, the parsing module's documentation is well written and doesn't require a comp sci or linguistics degree to get the gist of what's happening.
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What would an interesting and applicable PhD topic?
Spacy. If you have time, explore nltk (the NLTK book is actually a really good place to start). I'm kind of fond of the https://github.com/clips/pattern -- it doesn't get the appreciation it deserves
What are some alternatives?
ABSA-PyTorch - Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析,使用PyTorch实现。
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
python-sutime - Python wrapper for Stanford CoreNLP's SUTime
TextBlob - Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
NLTK - NLTK Source
textacy - NLP, before and after spaCy
quepy - A python framework to transform natural language questions to queries in a database query language.
pkuseg-python - pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation
SnowNLP - Python library for processing Chinese text
Jieba - 结巴中文分词
polyglot - Multilingual text (NLP) processing toolkit
pytext - A natural language modeling framework based on PyTorch