Implicit attitudes and the perception of sociolinguistic variation

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Language (Technology) is Power: A Critical Survey of “Bias” in NLP (2020, background): “Sociolinguists and linguistic anthropologists have also examined language attitudes and language ideologies, or people’s metalinguistic beliefs about language: Which language varieties or practices are taken as standard, ordinary, or unmarked? Which are considered correct, prestigious, or appropriat”
Bias and Fairness in Large Language Models: A Survey (2023, methodology): “Counterfactual data augmentation (CDA) is one of the primary of these augmentation techniques (Lu et al., 2020; Qian et al., 2022; Webster et al., 2020; Zmigrod et al., 2019), replacing protected attribute words, such as gendered pronouns, to achieve a balanced dataset. In one of the first formaliza”