Papers by Mats Faulborn
Only a Little to the Left: A Theory-grounded Measure of Political Bias in Large Language Models (2025.acl-long)
Copied to clipboard
| Challenge: | Political biases in language models can affect performance in many applications . political biased models are often left-leaning, but are generally more left- leaning for instruction-tuned models . |
| Approach: | They propose to use the Political Compass Test to measure political bias in language models . they use survey-based evaluation tools to test prompts and classify their political stances . |
| Outcome: | The proposed model is based on the Political Compass Test, but is not scientifically valid. |