LLM bias in salary recommendations across gender, age, and nationality

Description

To examine bias in LLM salary recommendations, we generate synthetic candidate and job profiles and systematically match each candidate with each job. The LLMs, framed as HR compensation analysts, are asked to propose a competitive annual salary for each job-candidate pairing.

Institutions

• Chulalongkorn University

  Bangkok, Bangkok

Categories

Licence