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cs.HC2024
ORES-Inspect: A technology probe for machine learning audits on enwiki
Zachary Levonian, Lauren Hagen, Lu Li +4
Auditing the machine learning (ML) models used on Wikipedia is important for ensuring that vandalism-detection processes remain fair and effective. However, conducting audits is ch…
cs.HC2024★ 19 cited
Wikibench: Community-Driven Data Curation for AI Evaluation on Wikipedia
Tzu-Sheng Kuo, Aaron Halfaker, Zirui Cheng +5
AI tools are increasingly deployed in community contexts. However, datasets used to evaluate AI are typically created by developers and annotators outside a given community, which…