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Analysis of Gender and Ethnicity Bias of Stable Diffusion Models Towards Software Engineering Tasks

This repository contains the data and analysis scripts for the paper "How Do Generative Models Draw a Software Engineer? A Case Study on Stable Diffusion Bias" accepted at 1st International Workshop on Fairness in Software Systems.

Generated images are stored in the Images folder.

Scripts to perform the analysis reported in the paper are stored in the analysis folder.

Required libraries can be installed through conda using the command:

conda env create -f environment.yml
conda activate sdenv

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