Automatically optimized prompts (DSPy) reduce survey-measured cultural distance for open-weight LLMs more often than manual cultural prompting, with MIPROv2 and a large proposer model giving the most consistent gains.
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Prompt Programming for Cultural Bias and Alignment of Large Language Models
Automatically optimized prompts (DSPy) reduce survey-measured cultural distance for open-weight LLMs more often than manual cultural prompting, with MIPROv2 and a large proposer model giving the most consistent gains.