Word lemmatization

Word lemmatization is the same concept that we defined in the first section. We will just do a quick revision of it and then we will implement lemmatization on the word level.

Word lemmatization is converting a word from its inflected form to its base form. In word lemmatization, we consider the POS tags and, according to the POS tags, we can derive the base form which is available to the lexical WordNet.

You can find the code snippet in Figure 4.12:

The output of the word lemmatization is as follows:

Input is: wordlemma.lemmatize(''cars'')  Output is: car 
Input is: wordlemma.lemmatize(''walking'',pos=''v'') Output is: walk 
Input is: wordlemma.lemmatize(''meeting'',pos=''n'') Output is: meeting 
Input is: wordlemma.lemmatize(''meeting'',pos=''v'') Output is: meet 
Input is: wordlemma.lemmatize(''better'',pos=''a'') Output is: good