Suppose i have a sentence like the following, how can i find what the experience corresponds to?
Ex: Programmer with 5 years of experience wanted. I want to find what the experience (5 years) corresponds to, in this case programmer.
The code should also be recognize a corresponding verb, ex: 5 years of programming
So how should i go about it? I was thinking of making a pattern that finds the closest noun or verb.
As I didn't get any meaningful help, I just came up with a temporary solution of my own. Find the sentence with the entity tag "DATE", and remove the stop words.
For example, the sentence 'The ideal candidate must have at least 6 years of experience in the field.' becomes into the following:
'ideal candidate 6 years experience field'
Obviously I can refine this further, but for now this will do.