LLMs show systematic directional bias favoring intervention-oriented causal judgments over market-oriented ones in ideologically contested economic scenarios.
If both ideologies would expect the same sign, assign the same sign to both
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.AI 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Ideological Bias in LLMs' Economic Causal Reasoning
LLMs show systematic directional bias favoring intervention-oriented causal judgments over market-oriented ones in ideologically contested economic scenarios.