The dictionary has also changed the definition of geek to "a person who is very knowledgeable and enthusiastic about a specific subject."
Collins has already added 'geekery', 'geek chic' and 'geekdom' to the dictionary's fold.
While 'geek chic' refers to a fashion style believed to be characteristic of geeks, 'geekery' means preoccupation with, or great knowledge about, a subject, according to the the dictionary.
"For those of us born into a pre-internet world 'geek' meant 'a boring and unattractive social misfit - who tends to smell slightly gamey at close quarters," the dictionary said on its website.
"Now the meaning has changed again and the new definition will read 'a person who is knowledgeable and enthusiastic about a specific subject'," Collins said on its website.
Last month, Oxford Dictionaries named selfie - "a photograph that one has taken of oneself, typically one taken with a smartphone or webcam and uploaded to a social media website" - as the word of the year.
According to Oxford dictionaries, the word used to be a cruel and critical label attached to clever, but socially awkward, people - such as computer or science geeks.
However, in the 1990s, the computer industry helped many geeks to achieve great success, and the wider perception of geeks began to shift.
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