An Empirical Exploration of Socioeconomic Linguistic Bias in Text-to-Image Generation
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Presented the paper and poster “An Empirical Exploration of Socioeconomic Linguistic Bias in Text-to-Image Generation” at the Student Research Workshop of EACL 2026. The paper demonstrates measurable socioeconomic bias in text-to-image models, showing they tend to generate lighter skin tones for high-income occupations.