AI Language Models Show Human-Like Bias In Survey Answers
Large language models exhibit social desirability bias in survey answers, mirroring human behavior and aligning with social norms.
This is a Plain English Papers summary of a research paper called AI Language Models Show Human-Like Bias in Survey Answers. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview This paper investigates the presence of social desirability bias in the responses of large language models (LLMs) to survey questions. The researchers found that LLMs, like humans, exhibit biases in their responses that align with social norms and desirable behaviors. The paper explores the generalizability of this finding across different LLM architectures and p...