Chunking (aka. Shallow parsing) is to analyzing a sentence to identify the constituents (noun groups, verbs, verb groups, etc.). However, it does not specify their internal structure, nor their role in the main sentence. Picture fromhttp://www.nltk.org/book/ch07.html "The smaller boxes ...