2 papers
cs.CL2026
Auditing demographic bias in AI-based emergency police dispatch: a cross-lingual evaluation of eleven large language models
William Guey, Wei Zhang, Pierrick Bougault +4
Large language models (LLMs) are rapidly being integrated into high-stakes public safety systems, including emergency call triage and dispatch decision support, yet their demograph…
cs.CL2026
BiasLab: A Multilingual Dual-Framing Framework for LLM Bias Measurement, Applied to Workplace and HR Contexts
William Guey, Wei Zhang, Pei-Luen Patrick Rau +4
Background: Large language models (LLMs) harbor systematic biases that are particularly consequential in workplace and HR contexts, where their outputs increasingly influence hirin…