The "Collections as ML Data" Checklist for Machine Learning & Cultural Heritage. (arXiv:2207.02960v1 [cs.LG])

Within the cultural heritage sector, there has been a growing and concerted
effort to consider a critical sociotechnical lens when applying machine
learning techniques to digital collections. Though the cultural heritage
community has collectively developed an emerging body of work detailing
responsible operations for machine learning in libraries and other cultural
heritage institutions at the organizational level, there remains a paucity of
guidelines created specifically for practitioners embarking on machine learning
projects. The manifold stakes and sensitivities involved in applying …

arxiv data heritage learning lg machine machine learning ml