For instance , implementing an efficient version of the MXPOST POS tagger ( Ratnaparkhi , 1996 ) will simply involve composing and configuring the appropriate text file reading component , with the sequential tagging component , the collection of feature extraction components and the maximum entropy model component .
a maximum entropy partofspeech tagger
Adwait Ratnaparkhi
The Generative Programming approach to NLP infrastructure development will allow tools such as sentence boundary detectors , POS taggers , chunkers and named entity recognisers to be rapidly composed from many elemental components . For instance , implementing an efficient version of the MXPOST POS tagger ( Ratnaparkhi , 1996 ) will simply involve composing and configuring the appropriate text file reading component , with the sequential tagging component , the collection of feature extraction components and the maximum entropy model component . The individual components will provide state of the art accuracy and be highly optimised for both time and space efficiency .
For instance , implementing an efficient version of the MXPOST POS tagger ( @@CITATION ) will simply involve composing and configuring the appropriate text file reading component , with the sequential tagging component , the collection of feature extraction components and the maximum entropy model component .