conftrace_

hiring bia

5 papers

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Co-occurring keywords · papers mentioning both

large language model (3) gender bia (2) bias detection (2) allocational fairness (1) resume summarization (1) applicant ranking (1) resume matching (1) halo effect (1) ai hiring (1) model brittleness (1)

Papers

Blinded by Context: Unveiling the Halo Effect of MLLM in AI Hiring ACL 2025 Evaluating Bias in LLMs for Job-Resume Matching: Gender, Race, and Education NAACL 2025 Small Changes, Large Consequences: Analyzing the Allocational Fairness of LLMs in Hiring Contexts IJCNLP 2025 JobFair: A Framework for Benchmarking Gender Hiring Bias in Large Language Models EMNLP 2024 Professional Presentation and Projected Power: A Case Study of Implicit Gender Information in English CVs EMNLP 2022