BAD-BiAs-Detection-in-LLMs

BAD: BiAs Detection for Large Language Models in the context of candidate screening (EECS 692)

Directory instructions

The /CAT folder contains the Context Association Test and the scripts to run the test. Please make sure to insert your OpenAI API Key and Organization key.
The parent dircetory contains the preprocessed data that was used for the analysis

Main paper can be found HERE

Name		Name	Last commit message	Last commit date
Latest commit History 11 Commits
CAT		CAT
.DS_Store		.DS_Store
.README.md.swp		.README.md.swp
Context Association Test (CAT) .pdf		Context Association Test (CAT) .pdf
GenerateSampleNames.ipynb		GenerateSampleNames.ipynb
README.md		README.md
ResumeGenerationDatasetAnalysis.ipynb		ResumeGenerationDatasetAnalysis.ipynb
cpasaat11.xlsx		cpasaat11.xlsx
firstnames.xlsx		firstnames.xlsx
resume_dataset.xlsx		resume_dataset.xlsx
surnames.csv		surnames.csv
us-likelihood-of-gender-by-name-in-2014.csv		us-likelihood-of-gender-by-name-in-2014.csv