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Camille Harris

2 accepted papers

2024

Modeling Gender and Dialect Bias in Automatic Speech Recognition

EMNLP 2024finding

Dialect and gender-based biases have become an area of concern in language-dependent AI systemsincluding around automatic speech recognition (ASR) which processes speech audio into text. These potential biases raise concern for discriminatory outcomes with AI systems depending on demographic- partic…

2022

VALUE: Understanding Dialect Disparity in NLU

ACL 2022long

English Natural Language Understanding (NLU) systems have achieved great performances and even outperformed humans on benchmarks like GLUE and SuperGLUE. However, these benchmarks contain only textbook Standard American English (SAE). Other dialects have been largely overlooked in the NLP community.…