Pluralis v0.1 is a culture-first, multimodal, multilingual VLM safety benchmark spanning 6 APAC locales with 6,448 prompts and an agreement-gated LLM judge that disentangles safety from cultural appropriateness.
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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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cs.CL 2years
2026 2representative citing papers
ToxiREX is a new dataset of 128k Reddit comments in six languages with hierarchical annotations for implicit toxicity in conversational context based on an existing reasoning schema.
citing papers explorer
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Pluralis v0.1: Towards a Multicultural, Multimodal, Multilingual Benchmark for AI Risk and Reliability
Pluralis v0.1 is a culture-first, multimodal, multilingual VLM safety benchmark spanning 6 APAC locales with 6,448 prompts and an agreement-gated LLM judge that disentangles safety from cultural appropriateness.
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ToxiREX: A Dataset on Toxic REasoning in ConteXt
ToxiREX is a new dataset of 128k Reddit comments in six languages with hierarchical annotations for implicit toxicity in conversational context based on an existing reasoning schema.