I have almost 20 labels for span segmentation. I have labels for example as EXPERIENCE as it has more in numbers in a specific resume. Do i need to specify all EXPERIENCE as a single span or individual span having sentence as EXPERIENCE. Also EXPERIENCE has sub-labels as:
Do labeling a sentences as a Single EXPERIENCES affects other sub-labels? Please enlighten me more.
P.S: EXPERIENCE is taken as an example here. We have other labels and sub-labels as of EXPERIENCE. Thank you
I might recommend taking a two-step approach. If you can first detect each paragraph that describes a single experience at an employer then it will be fairly easy to associate a date/adress in a second step.
Is that something you've considered? Is there a reason why it might not work well? In general I usually recommend splitting the problem into more manageable chunks because it helps keep the subproblems, as well as the annotation interfaces, simpler.