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.
2020) provides CO2 emissions data for Russia’s 82 constituent entities from 2005 to 2019
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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.