Keywords: Bias, Bias Testing, Data Collection, Development Cycle, Diversity, Domain Expertise, High-Quality Data Labeling
Author: N/A
Publisher: Telus International
Publication Year: 2021
Summary: The following article discusses how ensuring a diverse team is important, but you can “enlist the help of someone with the domain expertise to review your collected and/or annotated data. Someone from outside of your team may see biases that your team has overlooked.” Bias testing should become part of the development cycle and high-quality data labeling adds additional support.