extract domain thesaurus automatically
domain-thesaurus is a python package offering a techniques of extracting domain-specific thesaurus which is commonly used in Natural Language Processing.
domain-thesaurus is tested to work under Python 3.x. We will try to support Python 2.x.
domain-thesaurus is currently available on the PyPi’s repository and you can install it via pip:
pip install domain-thesaurus
If you prefer, you can clone it and run the setup.py file. Use the following command to get a copy from GitHub:
git clone https://github.com/DunZhang/DomainSpecificThesaurus.git
- A simple example::
>>> dst = DomainThesaurus(domain_specific_corpus_path="your domain specific corpus path", >>> general_corpus_path="your general corpus path", >>> outputDir="path of output", >>> filePaths=None, >>> phrase_detection_domain="default", >>> phrase_detection_general="default", >>> domain_specific_term="default", >>> semantic_related_words="default", >>> word_classification="default", >>> synonym_group="default") >>> # extract domain thesauruss >>> dst.extract()
The code design is flexible, you can replace the default function class with your own function class to get a better performance.
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