Natural Language Processing: Python and NLTK

Partial parsing with regular expressions

So far, we've only been parsing noun phrases. But RegexpParser supports grammars with multiple phrase types, such as verb phrases and prepositional phrases. We can put the rules we've learned to use and define a grammar that can be evaluated against the conll2000 corpus, which has NP, VP, and PP phrases.

How to do it...

Now, we will define a grammar to parse three phrase types. For noun phrases, we have a ChunkRule class that looks for an optional determiner followed by one or more nouns. We then have a MergeRule class for adding an adjective to the front of a noun chunk. For prepositional phrases, we simply chunk any IN word, such as in or on. For verb phrases, we chunk an optional modal word (such as