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cs.CL2025
Beyond Self-Reports: Multi-Observer Agents for Personality Assessment in Large Language Models
Yin Jou Huang, Rafik Hadfi
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 pa…
cs.CL2024
How Personality Traits Influence Negotiation Outcomes? A Simulation based on Large Language Models
Yin Jou Huang, Rafik Hadfi
Psychological evidence reveals the influence of personality traits on decision-making. For instance, agreeableness is generally associated with positive outcomes in negotiations, w…