ModerationBench: Can Foundation Models Moderate Online Content?

Ayan Majumdar
Last updated on Sep 10, 2026
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Citation analysis comparing instruction- vs. example-driven VLM policy operationalization
Safety NLP Deep Learning Vision Generative Models

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Can Foundation Models Moderate Online Content? Evaluating Instruction- vs. Example-Driven Policy Operationalization
The growing complexity of content moderation policies presents a critical challenge for their consistent operationalization. While …
Ayan Majumdar, Shounak Paul, Pushpdeep Singh, Ines Abdelaziz, Sayeh Jarollahi, Seungeon Lee, Krishna P. Gummadi, Ingmar Weber, Abhisek Dash
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Can Foundation Models Moderate Online Content? Evaluating Instruction- vs. Example-Driven Policy Operationalization