Python 3 Text Processing with NLTK 3 Cookbook by Unknown

Python 3 Text Processing with NLTK 3 Cookbook by Unknown

Author:Unknown
Language: eng
Format: epub
Publisher: Packt Publishing


See also

The previous recipe, Training a tagger-based chunker, introduced the idea of using a part-of-speech tagger for training a chunker. The Classifier-based tagging recipe in Chapter 4, Part-of-speech Tagging, describes ClassifierBasedPOSTagger, which is a subclass of ClassifierBasedTagger. And in Chapter 7, Text Classification, we'll cover classification in detail.

Extracting named entities

Named entity recognition is a specific kind of chunk extraction that uses entity tags instead of, or in addition to, chunk tags. Common entity tags include PERSON, ORGANIZATION, and LOCATION. Part-of-speech tagged sentences are parsed into chunk trees as with normal chunking, but the labels of the trees can be entity tags instead of chunk phrase tags.



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