Revealing economic facts: LLMs know more than they say

Marcus Buckmann, Quynh Anh Nguyen, Edward Hill

We investigate whether the hidden states of large language models (LLMs) can be used to estimate and impute economic and financial statistics. Focusing on county-level (e.g. unempl…