LLM Agents in Interaction: Measuring Personality Consistency and Linguistic Alignment in...

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Quantifying ai psychology: A psychometrics benchmark for large language models

Y Li, Y Huang, H Wang, X Zhang, J Zou… - ar** LLM Personalities Through Training on Human-Grounded Data
W Li, J Liu, A Liu, X Zhou, M Diab, M Sap - arxiv preprint arxiv:2410.16491, 2024 - arxiv.org
In this work, we tackle the challenge of embedding realistic human personality traits into
LLMs. Previous approaches have primarily focused on prompt-based methods that describe …
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PADO: Personality-induced multi-Agents for Detecting OCEAN in human-generated texts

H Yeo, T Noh, S **, K Han - Proceedings of the 31st International …, 2025 - aclanthology.org
As personality can be useful in many cases, such as better understanding people's
underlying contexts or providing personalized services, research has long focused on …
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