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2. Avoid stereotypical language: Be mindful that words and phrases that a person uses to describe a group can easily fall into being a stereotype.
*Disclaimer: All stereotypical language used in this piece was used to mock Rush Limbaugh and other conservatives who believe in the gay typecast.
The first part of the song contains stereotypical language that black characters used in old movies, like "I's finished... pluckin' y'all's chickens" and "I's free now thanks to y'all, Master Lincoln".
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Give over!" The "opera is posh" line is just stereotypical societal language.
Thanks to the geometric model of language that machine-learning algorithms use, their biases can actually be measured more directly by simply finding the distance between the name of a group and positive, negative or stereotypical words.
"But the characters were stereotypical and the language artificial.
It's femininity, in your own words the "language," "stereotypical mannerisms" and culture (you make reference to the "appreciation of Beyonce") we associate with women but encompasses a category of gender performance.
Inglis lists these "stock motifs" as "a repetitive and attractive melody", "a stereotypical choice of language", "the familiar topic of lost, or unrequited, love" and "the conventional form of address from a man to a woman, in the persistent use of 'baby'".
It includes a bit of randy language and stereotypical stout-drinking fests.
"Laurence, and especially Bertie, come across as slightly stereotypical upper class, using language as if they were Terry Thomas in old black-and-white films.
When they spoke with men, the VCs' language borrowed from stereotypical beliefs about entrepreneurial potential.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com