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Update README.md

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@@ -4,8 +4,10 @@ This is a dataset of abbreviations.
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  Contains examples of abbreviations and regular words.
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  There are two subsets:
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- - wiki - more accurate, manually annotated dataset. Collected
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- from abbreviations in wiki and words from pronunciation dictionary.
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- - kestrel - tokens that are automatically annotated by Google
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  text normalization into **PLAIN** and **LETTERS** semiotic
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- classes. Less accurate, but bigger
 
 
 
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  Contains examples of abbreviations and regular words.
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  There are two subsets:
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+ - <mark>wiki</mark> - more accurate, manually annotated subset. Collected
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+ from abbreviations in wiki and words in CMUdict.
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+ - <mark>kestrel</mark> - tokens that are automatically annotated by Google
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  text normalization into **PLAIN** and **LETTERS** semiotic
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+ classes. Less accurate, but bigger
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+
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+ More info on how dataset was collected: [blog](http://balacoon.com/blog/en_us_abbreviation_detection/#difficult-to-pronounce)