Introduces the Grounded Personality Reasoning task and MM-OCEAN dataset to show that MLLMs frequently produce correct Big Five personality ratings without grounding them in observable video evidence.
Datasheets for datasets.Communications of the ACM, 64(12):86–92, 2021
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
AI systems lack verifiability, versioning, observability, and traceability in their software supply chains, shown by dependency analysis of 48 projects yielding 4,664 direct and 11,508 transitive dependencies totaling 392M lines of code.
citing papers explorer
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Perception or Prejudice: Can MLLMs Go Beyond First Impressions of Personality?
Introduces the Grounded Personality Reasoning task and MM-OCEAN dataset to show that MLLMs frequently produce correct Big Five personality ratings without grounding them in observable video evidence.
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The Grand Software Supply Chain of AI Systems
AI systems lack verifiability, versioning, observability, and traceability in their software supply chains, shown by dependency analysis of 48 projects yielding 4,664 direct and 11,508 transitive dependencies totaling 392M lines of code.