LLMs' Leaning in European Elections

Many studies suggest that LLMs have left wing leans. The article extends previous analysis of US presidential elections considering several virtual elections in multiple European countries. The analysis considers multiple LLMs and the results confirm the extent of the leaning. Furthermore, the results show that the leaning is not uniform between countries. Sometimes, models refuse to take a position in the virtual elections, but the refusal rate itself is not uniform between countries.

Publication Details

Journal
ArXiv.org
Published
2025-03-16
Primary Topic
Political Influence and Corporate Strategies
Type
article
Field-Weighted Citation Impact
0.00
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article

LLMs' Leaning in European Elections

ArXiv.org
Political Influence and Corporate Strategies
article

LLMs' Leaning in European Elections

article en

Abstract

Many studies suggest that LLMs have left wing leans. The article extends previous analysis of US presidential elections considering several virtual elections in multiple European countries. The analysis considers multiple LLMs and the results confirm the extent of the leaning. Furthermore, the results show that the leaning is not uniform between countries. Sometimes, models refuse to take a position in the virtual elections, but the refusal rate itself is not uniform between countries.

ArXiv.org
Peace, Justice and strong institutions
Openalex Percentile: Top 37%
Political Influence and Corporate Strategies
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LLMs' Leaning in European Elections · ArXiv.org (2025) | TGRS Research Map | TGRS