June 2018
Beginner to intermediate
306 pages
7h 42m
English
book
Natural Language Processing and Computational Linguistics
by Brian Sacash, Bhargav Srinivasa-Desikan, Reddy Anil Kumar
Content preview from Natural Language Processing and Computational Linguistics
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Preprocessing
The wonderful thing about preprocessing text is that it almost feels intuitive – we get rid of any information which we think won't be used in our final output and keep what we feel is important. Here, our information is words – and some words do not always provide useful insights. In the text mining and natural language processing community, these words are called stop words [22].
Stop words are words that are filtered out of our text before we run any text mining or NLP algorithms on it. Again, we would like to draw attention to the fact this is not in every case – if we intend to find stylistic similarities or understand how writers use stop words, we would obviously need to stop words!
There is no universal stop words list ...
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