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University of Pennsylvania
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LLMs show significant variability in the actionability of their UX critiques, with some models outperforming others across different product categories.
Ground-truth labels don't improve LLM reasoning, but building a consensus-based knowledge graph of reasoning steps does, boosting accuracy by 10%+.
