4 papers · 1 filter
The Human Labour of Data Work: Capturing Cultural Diversity through World Wide Dishes
Siobhan Mackenzie Hall, Samantha Dalal, Raesetje Sefala +8
This paper provides guidance for building and maintaining infrastructure for participatory AI efforts by sharing reflections on building World Wide Dishes (WWD), a bottom-up, commu…
The World Wide recipe: A community-centred framework for fine-grained data collection and regional bias operationalisation
Jabez Magomere, Shu Ishida, Tejumade Afonja +11
We introduce the World Wide recipe, which sets forth a framework for culturally aware and participatory data collection, and the resultant regionally diverse World Wide Dishes eval…
Enduring Disparities in the Workplace: A Pilot Study in the AI Community
Yunusa Simpa Abdulsalam, Siobhan Mackenzie Hall, Ana Quintero-Ossa +6
In efforts toward achieving responsible artificial intelligence (AI), fostering a culture of workplace transparency, diversity, and inclusion can breed innovation, trust, and emplo…
Provocation: Who benefits from "inclusion" in Generative AI?
Samantha Dalal, Siobhan Mackenzie Hall, Nari Johnson
The demands for accurate and representative generative AI systems means there is an increased demand on participatory evaluation structures. While these participatory structures ar…