26 citations · 78 across the 6 of their papers we have counts for
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cs.HC2022★ 7 cited
Documenting Data Production Processes: A Participatory Approach for Data Work
Milagros Miceli, Tianling Yang, Adriana Alvarado Garcia +4
The opacity of machine learning data is a significant threat to ethical data work and intelligible systems. Previous research has addressed this issue by proposing standardized che…
cs.HC2022★ 13 cited
The Data-Production Dispositif
Milagros Miceli, Julian Posada
Machine learning (ML) depends on data to train and verify models. Very often, organizations outsource processes related to data work (i.e., generating and annotating data and evalu…