nlp - How to extract information from these sentences -

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I found a list of sentences given below:

They are a few sentences drawn from job descriptions I want to remove such information: Degree type, major, required or preferred

The following are the results: {Degree: Bachelor, Key: Computer Science, Required: Truth}

Theres are not clear rules in these sentences. How can I achieve this goal? 

  bachelor one ???? Pursuing computer science or equivalent BS Or advanced degree in computer science or related technical / engineering degree. Bachelor's degree in computer science or equivalent experience will give you the same technical degree with educated (BS / MS in computer science or other technical degree) computer science, BS in digital media or 3+ years of experience; Bachelor's degree computer science, design or Undergraduate degree in the relevant field, the ability to absorb emerging technologies, master and lever the BA / BS Education or Bachelor Degree in a related field, or four (4) years of experience in a directly related field:  
 
 Post-text "itemprop =" text "> 
 You probably need to collect a list of big companies and degrees (for example :) Remove the degree and key then based on some general rules (or designing a classifier) "Required" or "not required" The decision takes).

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