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Jamell Dacon

2 accepted papers

2022

Evaluating and Mitigating Inherent Linguistic Bias of African American English through Inference

COLING 2022main

Recent studies show that NLP models trained on standard English texts tend to produce biased outcomes against underrepresented English varieties. In this work, we conduct a pioneering study of the English variety use of African American English (AAE) in NLI task. First, we propose CodeSwitch, a gree…

Cited by 11SourcePDFScholar
2020

Does Gender Matter? Towards Fairness in Dialogue Systems

COLING 2020main

Recently there are increasing concerns about the fairness of Artificial Intelligence (AI) in real-world applications such as computer vision and recommendations. For example, recognition algorithms in computer vision are unfair to black people such as poorly detecting their faces and inappropriately…