Customer of mine is manually processing word documents with configuration data. Those are legal contracts between an insurer and doctors (PCP=primary care provider) where the PCP agrees to deliver certain type of care starting certain date under certain financial conditions. Those documents must be converted into a structural definition in our claims processing system. The contract may state that the PCP will deliver the services for Commercial PPO, but not for Medicare PPO for example. So basically the problem is to map a document to a set of tables L1, L2 … LN.
It is now an time consuming and error prone manual process. I’m working on a PoC to improve this using DL.
What is the best technique to use for this problem? Which example of DL4J is the best starting point?
Complicating factor: a label L may actually be record: not only the code is relevant, but perhaps also a start date and perhaps some amounts.