java - Text processing to identify parts of speech -

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i've write program (in java) identify several parts of speech nouns, adjectives, verbs etc. program should identify number (in numeric e.g. 10) , numbers written in plain english (ten, hundred etc) , more. i'm not sure way forward. there library available can help? can done regex? or need learn nlp?

please suggest way forward.

(1) opennlp

(2) lingpipe

(3) stanford nlp

all 3 of above (java based) out, out of box in identifying pos.

for numbers use regular expressions.


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