--- a +++ b/QueryExtraction/readme.md @@ -0,0 +1,19 @@ +## Query Extraction + +Multiple methods of extracting keywords from free-text. + + +### Methods inlcuded: +1. [spaCy pytextrank](https://spacy.io/universe/project/spacy-pytextrank/) SpaCy implementation of textrank. +2. [Gensim textrank](https://radimrehurek.com/gensim_3.8.3/summarization/summariser.html) Gensim implementation of textrank. +3. [RAKE](https://github.com/csurfer/rake-nltk) Rapid Automatic Keyword Extraction algorithm +4. [RaKUn](https://github.com/SkBlaz/rakun) Rank-based Unsupervised Keyword Extraction via Metavertex Aggregation +5. [YAKE](https://github.com/LIAAD/yake) Unsupervised Approach for Automatic Keyword Extraction using Text Features. +6. [KeyBERT](https://github.com/MaartenGr/KeyBERT) Keyword Extraction based on BERT. + +### Running +`python3 extraction.py` + +### Sample output +Check `output.txt` +