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A post-hoc certification framework forparse autoencoders that provides a practical way to determine whether an SAE representation preserves enough of a frozen LM's predictive behavior to support certification of the original model.
Memes combine visual content and short textual cues to convey humor, sarcasm, and social commentary, but they can also encode offensive or harmful messages targeting individuals and social groups. While recent multimodal systems have improved offensive meme detection, many of them operate as opaque classifiers and do n...
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