2025
Blinded by Context: Unveiling the Halo Effect of MLLM in AI Hiring
ACL 2025finding
This study investigates the halo effect in AI-driven hiring evaluations using Large Language Models (LLMs) and Multimodal Large Language Models (MLLMs). Through experiments with hypothetical job applications, we examined how these models’ evaluations are influenced by non-job-related information, in…