spacy - Should I expect entity recognizer to work for simple phrases? -


i'm training entity recognition model similar this example. important part being english model stripped of default entities , parser, , remove tagger (not in above example).

all of training examples in form of "bob wednesday 10 pm" or "cindy today 8am", , similar.

i have ~500 examples train on. however, i'm finding model fails recognize person entity. instance, if person's name not in 1 of examples, not marked person entity.

question: how should go building model's ability recognize person names? i'm thinking bringing tagger find first noun in phrase, if no person entity found, fallback approach.


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