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allocational fairness (1) hiring bia (1) applicant ranking (1) large language model (1) model brittleness (1) hiring system (1) demographic bia (1) language model (1)

Papers

Small Changes, Large Consequences: Analyzing the Allocational Fairness of LLMs in Hiring Contexts IJCNLP 2025