Interactive Model Cards: A Human-Centered Approach to Model Documentation
Anamaria Crisan,
Margaret Drouhard,
Jesse Vig
et al.
Abstract:Deep learning models for natural language processing (NLP) are increasingly adopted and deployed by analysts without formal training in NLP or machine learning (ML). However, the documentation intended to convey the model's details and appropriate use is tailored primarily to individuals with ML or NLP expertise. To address this gap, we conduct a design inquiry into interactive model cards, which augment traditionally static model cards with affordances for exploring model documentation and interacting with th… Show more
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