GTokenizer recreates the closed-source tokenization library used by Google for their Google NGrams app (http://ngrams.googlelabs.com/), based on the information in the associated Science paper (http://www.sciencemag.org/content/suppl/2010/12/16/science.1199644.DC1/Michel.SOM.revision.2.pdf).
Install the gem via rubygems.
gem install gtokenizer
You can extract tokens from a string using the
require 'gtokenizer' #--- GTokenizer.parse("I saw the man with the telescope") #=> ["I", "saw", "the", "man", "with", "the", "telescope"]
How does the tokenizer work?
In general, 1 word = 1 token.
GTokenizer.parse("Hello world") #=> ["Hello", "world"]
Punctuation is usually tokenized seperately.
GTokenizer.parse("Hello world?") #=> ["Hello", "world", "?"]
Hyphenated words thus create three tokens.
GTokenizer.parse("Good-day world") #=> ["Good", "-", "day", "world"]
& and _ are not treated as seperate tokens.
GTokenizer.parse("HKEY_LOCAL_MACHINE AT&T") #=> ["HKEY_LOCAL_MACHINE", "AT&T"]
Prices are treated as a single token.
GTokenizer.parse("$9.99") #=> ["$9.99"]
For a fuller understanding of the mechanics of the tokenizer, see the specs, or Google's detailed outline in Science (http://www.sciencemag.org/content/suppl/2010/12/16/science.1199644.DC1/Michel.SOM.revision.2.pdf).
GTokenizer is licensed under the MIT License:
Copyright (c) 2011 Alex Peattie (http://www.alexpeattie.com) Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.