qcri/keywordsExtractions

keywordsExtractions

Requirements

pip install nltk

How to use it

Calling the keyword extractor returns a list of words ranked by their importance scores. Option to include the score or not using the flag incl_scores, the default value is False

  from KeywordExtractor import RakeKeywordExtractor
  rake = RakeKeywordExtractor()
  keywords = rake.extract(doc, incl_scores=False)
  print(keywords)

Extracting keywords from Arabic documents using Farasa:

Calling extractor on Arabic content, use rake.extractArabic(), This requires an API_key for Farasa.

  from KeywordExtractor import RakeKeywordExtractor
  rake = RakeKeywordExtractor()
  keywords = rake.extractArabic(doc, farasa_api_key, incl_scores=True)
  print(keywords)