I am trying to create the java implementation for maxent classifier. I need to classify the sentences into n different classes.
I had a look at ColumnDataClassifier in stanford maxent classifier. But I am not able to understand how to create training data. I need training data in the form where training data includes POS Tags for words for sentence, so that the features used for classifier will be like previous word, next word etc.
I am looking for training data which has sentences with POS TAGGING and sentence class mentioned. example :
My/(POS) name/(POS) is/(POS) XYZ/(POS) CLASS
Any help will be appreciated.