PluRule is a new multimodal multilingual benchmark showing that state-of-the-art vision-language models perform only marginally better than a trivial baseline at detecting specific rule violations in pluralistic online communities.
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2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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2026 2verdicts
UNVERDICTED 2representative citing papers
Larger Mastodon instances develop more extensive, topically diverse rules that are less readable, with consistent focus on problematic content and limited federation effects.
citing papers explorer
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PluRule: A Benchmark for Moderating Pluralistic Communities on Social Media
PluRule is a new multimodal multilingual benchmark showing that state-of-the-art vision-language models perform only marginally better than a trivial baseline at detecting specific rule violations in pluralistic online communities.
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Federating Governance: How Community Rules Scale with Mastodon Instances
Larger Mastodon instances develop more extensive, topically diverse rules that are less readable, with consistent focus on problematic content and limited federation effects.