LLM-based hiring pipelines show notable demographic sensitivity in resume ranking and summarization, with sensitivity to name changes comparable to non-demographic changes.
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Small Changes, Large Consequences: Analyzing the Allocational Fairness of LLMs in Hiring Contexts
LLM-based hiring pipelines show notable demographic sensitivity in resume ranking and summarization, with sensitivity to name changes comparable to non-demographic changes.