I have scientific database with articles and coauthors. using this database I am training word2vec model on co-authors.

Use use case here is to disambiguate authors.

I was wondering my approach here can be improved or any suggestions will greatly be appreciated.

Code : https://github.com/krishnakalyan3/NLP/blob/master/W2V.ipynb

I have scientific database with articles and coauthors. using this database I am training word2vec model on co-authors.

Use use case here is to disambiguate authors.

I was wondering my approach here can be improved or any suggestions will greatly be appreciated.

Code