Let's say I have a resume and I have segmented the work section.
Usually work section of resume contains
company name, designation, work period and job description. Now I have 1000's of resumes and I have manually annotated the work section of each resume with those 4 labels.
But the problem here is each work section is quite large around 1400- 3000 words? Also job-description annotation is not one word like company name etc... the entire responsibilities of the job is annotated as one entity.
So, will this work? please let me know what are the things I should consider for such NER entity extraction?
Any suggestions would really help. Thank you in advance.