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dataset creation 1large language models 1political bias 1societal issues 1stance detection 1

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cs.CL2026

Are LLMs ready for HardChoices?

Dmitry Nikolaev

The paper investigates whether large language models hold consistent positions on contentious societal issues using a new HardChoices dataset, finding that models rarely stay neutr…

cs.CL2024

Beyond prompt brittleness: Evaluating the reliability and consistency of political worldviews in LLMs

Tanise Ceron, Neele Falk, Ana Barić +2

Due to the widespread use of large language models (LLMs), we need to understand whether they embed a specific "worldview" and what these views reflect. Recent studies report that,…