EstGraph benchmark evaluates LLMs on estimating properties of very large graphs from random-walk samples that fit in context limits.
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2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2verdicts
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Multi-network analysis of swine farm contacts shows vehicle movement networks are the most densely connected and share up to 89% of top super-spreader farms, while pig movement and distance networks identify largely distinct sets.
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Evaluating LLMs on Large-Scale Graph Property Estimation via Random Walks
EstGraph benchmark evaluates LLMs on estimating properties of very large graphs from random-walk samples that fit in context limits.