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"It's how you do things that matters": Attending to Process to Better Serve Indigenous Communities with Language Technologies
Indigenous languages are historically under-served by Natural Language Processing (NLP) technologies, but this is changing for some languages with the recent scaling of large multilingual models and an increased focus by the NLP community on endangered languages.
Consensus and Subjectivity of Skin Tone Annotation for ML Fairness
Our study shows that annotators can reliably annotate skin tone in a way that aligns with an expert in the MST scale, even under challenging environmental conditions.
A Systematic Review and Thematic Analysis of Community-Collaborative Approaches to Computing Research
HCI researchers have been gradually shifting attention from individual users to communities when engaging in research, design, and system development.
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