LLM Agents In Interaction: Measuring Personality Consistency And Linguistic Alignment In Interacting Populations Of Large Language Models

Abstract

While both agent interaction and personalisation are vibrant topics in research on large language models (LLMs), there has been limited focus on the effect of language interaction on the behaviour of persona-conditioned LLM agents. Such an endeavour is important to ensure that agents remain consistent to their assigned traits yet are able to engage in open, naturalistic dialogues. In our experimen