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NLTK's corpus readers provide a uniform interface so that you don't have to be concerned with the different file formats.In contrast with the file extract shown above, the corpus reader for the Brown Corpus represents the data as shown below.Consider the following analysis involving By convention in NLTK, a tagged token is represented using a tuple consisting of the token and the tag.We can create one of these special tuples from the standard string representation of a tagged token, using the function Other corpora use a variety of formats for storing part-of-speech tags.Back in elementary school you learnt the difference between nouns, verbs, adjectives, and adverbs.
The goal of this chapter is to answer the following questions: Along the way, we'll cover some fundamental techniques in NLP, including sequence labeling, n-gram models, backoff, and evaluation.
Note that part-of-speech tags have been converted to uppercase, since this has become standard practice since the Brown Corpus was published.
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