Using NLP, extracting entities from given text such as company names, dates, personal names, city names etc.
I have used Stanford pre-trained NER model of class 7 for named entity recognization.
To download above pre-trained model:
1. Create new directory for corpus in your home directory:
mkdir /home/NLP
cd /home/NLP/
2. Get the model from stanford website:
wget http://nlp.stanford.edu/software/stanford-ner-2015-04-20
unzip stanford-ner-2015-04-20.zip
That's it! You are now ready to run the code. :)