LLM-derived features outperform a mean-value baseline on all 41 city prediction tasks, but the evaluation lacks non-LLM baselines and error bars, so the practical gain is uncertain.
2024), a global collection of publicly available dengue case counts from 1924 to 2023, covering 102 countries
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What can LLM tell us about cities?
LLM-derived features outperform a mean-value baseline on all 41 city prediction tasks, but the evaluation lacks non-LLM baselines and error bars, so the practical gain is uncertain.