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  3. Humanification

Available Algorithms for Humanification of Test Sets

Various different algorithms are available to help you get the most out of the Humanification Transformer. Here you will find a list of those algorithms.

Typing Habits

  • Case sensitivity - will convert everything to lower case

  • Duplicate space - will randomly duplicate usage of space key

  • Emojis - will randomly insert some emojis

  • Missing punctuation mark - will randomly remove punctuation marks



Common Typographic Errors

  • Double character - will randomly duplicate a character

  • Flip character - will randomly flip some nearby characters

  • Homophones - will randomly replace with some similar sounding words

  • Mishit - will randomly replace with a key located nearby on the keyboard

  • Missing character - will randomly omit some characters

  • Mixing character - will randomly mix up some characters

  • qwertz vs qwerty keyboard - will randomly replace mishits from different keyboard layouts

  • Sausage fingers - will randomly insert additional key strokes nearby on the keyboard

  • Shift characters - will randomly assume the shift key has/has not been pressed at the beginning of a word



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