Currently working on Resume Rarser tool using doc2vec.
The main assumption that I take when parsing resume is that each line of text (docx, pdf etc) contains information of one class.
Although there are some cases when one line of text could contain several classes. For example,
2016-2018 University of Glasgow, Nanotechnology
It contains education period, university and specialization.
To fix this, I am able to split the string into bi/trigrams and classify the string correctly.
If I classify the bigrams of normal strings though it gives much worse results.
The question that I have is How to detect this kind of multi-class strings?