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) presents a comprehensive city-level inventory of livestock methane emission in China from 2010 to 2020, incorporating biolog- ical, management, and environmental variables
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
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.