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tokenization's Introduction

Tokenization

The meaning of the text could easily be interpreted by analyzing the words present in the text!

Given a character sequence and a defined document unit, tokenization is the task of chopping it up into pieces, called tokens , perhaps at the same time throwing away certain characters, such as punctuation. Here is an example of tokenization:

image

These tokens are often loosely referred to as terms or words, but it is sometimes important to make a type/token distinction. A token is an instance of a sequence of characters in some particular document that are grouped together as a useful semantic unit for processing. A type is the class of all tokens containing the same character sequence. A term is a (perhaps normalized) type that is included in the IR system's dictionary. The set of index terms could be entirely distinct from the tokens.

Refrence

https://nlp.stanford.edu/IR-book/html/htmledition/tokenization-1.html

tokenization's People

Contributors

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