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Entity Retrieval for Complex Answer Retrieval
At the moment the documents in the index are badly formed and have poor use of tokens/fields, this must be changed so data is structured into a readable and helpful format.
The qrels files are formatted strangely with some characters being encoded with % this could be fixed so all correct entities are read in.
At the moment the dictionary is only initialised with diseases from the icd9/10 databases, It needs to be enhanced to include as many medical entities as possible.
At the moment the dictionary is inefficient and slow to search, it needs to be sped up, sorting it alphabetically would be a good place to start.
The current system uses java user input to get the user's query, this should be changed to add a web server to allow the user to enter their query there and receive results on the web server.
At the moment, when running the system you must wait 5 minutes to generate the dictionary, this should be changed so the dictionary is pre-loaded before run-time.
At the moment the system is only able to show medical-related entities, however this limits the system greatly, as many searches may involve many non-medical entities.
Some entities are > 3 words, system should be changed to identify these
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