Hello everyone,
pardon for the stupid question but i really do not get the point about
training a maxent model with complete sentences.

For example:

<START:person> Pierre Vinken <END> , 61 years old , will join the board as
a nonexecutive director Nov. 29 .

it has ~20 tokens.
As described here:
https://opennlp.apache.org/documentation/1.6.0/manual/opennlp.html#tools.namefind.training.featuregen
the default window should be 2 tokens on the left and 2 tokens on the right
of the entity. So, what's the point of writing the entire sentence if there
are no other entities ?

As far i have understood it correctly, it should take into account the
Pierre Vinken (as entity name) and "," "61" as the next 2 tokens. So, why
do we need "*years old , will join the board as a nonexecutive*" ?

Thank you in advance for the clarification!

Best
Damiano

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