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FairCoder

FairCoder: Evaluating Social Bias of LLMs in Code Generation

Paper Link: https://arxiv.org/abs/2501.05396

The files code_job.py, code_edu.py, and code_med.py are for function implementation, while code_test.py is used for test case generation.

The files get_info_code.py and get_info_testcase.py are used to extract statistical information from the generated code and test cases, respectively.

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FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks

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