Evaluation of African American language bias in natural language generation

N Deas, J Grieser, S Kleiner, D Patton, E Turcan… - arxiv preprint arxiv …, 2023 - arxiv.org
We evaluate how well LLMs understand African American Language (AAL) in comparison to
their performance on White Mainstream English (WME), the encouraged" standard" form of …

Corpus-guided contrast sets for morphosyntactic feature detection in low-resource English varieties

T Masis, A Neal, L Green, B O'Connor - arxiv preprint arxiv:2209.07611, 2022 - arxiv.org
The study of language variation examines how language varies between and within different
groups of speakers, shedding light on how we use language to construct identities and how …

Leveraging syntactic dependencies in disambiguation: the case of African American English

W Previlon, A Rozet, J Gowda, B Dyer… - Proceedings of the …, 2024 - aclanthology.org
Abstract African American English (AAE) has received recent attention in the field of natural
language processing (NLP). Efforts to address bias against AAE in NLP systems tend to …

Compiling a corpus of African American Language from oral histories

S Moeller, A Davis, W Previlon, M Bottini… - Research in Corpus …, 2024 - ricl.aelinco.es
Abstract African American Language (AAL) is a marginalized variety of American English
that has been understudied due to a lack of accessible data. This lack of data has made it …

[PDF][PDF] Compiling a corpus of African American Language from oral histories

SMADW Previlona, MBK Tangb - ricl.aelinco.es
African American Language (AAL) is a marginalized variety of American English that has
been understudied due to a lack of accessible data. This lack of data has made it difficult to …