2024
DOI: 10.31234/osf.io/ph7q8
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Leveraging syntactic dependencies in disambiguation: the case of African American English

Wilermine Previlon,
Alice Rozet,
Jotsna Gowda
et al.

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 focus on lexical differences. Whenever the structural uniqueness of AAE is considered, the solution is often to remove or neutralize the differences. This work leverages knowledge about the unique morphosyntactic structures to improve automatic disambiguation of habitual and nonhabitual meanings of “be” in naturally produced AAE transcribed s… Show more

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