2025
Beyond Self-Reports: Multi-Observer Agents for Personality Assessment in Large Language Models
EMNLP 2025
Self-report questionnaires have long been used to assess LLM personality traits, yet they fail to capture behavioral nuances due to biases and meta-knowledge contamination. This paper proposes a novel multi-observer framework for personality trait assessments in LLM agents that draws on informant-re