Hello everybody, I have trained my NER (maxent) model and fortunately i have a good PERSON accuracy.
My problem is when i need to split/extract the name and the surname from the person entity. What way can i follow to do this step? I thought about a classifier that tell me the class of each word inside the person entity OR using a dictionary. I do not know. I have around 5k names and 150k surnames dictionaries, but how to deal with disambiguation? should i order by their frequencies? I mean that i should give them a weight to understand their name/surname probabilities. Thank you for your opinion Damiano