I am supposed to build a resume parser. For the skill extraction part, currently I am matching bi-grams and uni-grams in a CV against a predefined skill set, which is not that successful. Can I train a Word2vec model so that words and phrases in a cv which could classify as skills to have similar word vectors?
Is there any method which could be more successful? Please help. Thank you in advance.