Summarize, Judge, Refine: Decoupled Content Understanding and Policy Learning for Multimodal Content Moderation
arXiv:2609.22094v1 Announce Type: new Abstract: Content moderation systems traditionally entangle multimodal understanding with policy-specific classification, requiring full pipeline retraining for every policy change and suffering from label scarcity since multimedia cannot be meaningfully augmen…
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- 2026-09-22 04:00 · arXiv cs.CL
Summarize, Judge, Refine: Decoupled Content Understanding and Policy Learning for Multimodal Content Moderation