Papers by Jane Xing
Chameleon LLMs: User Personas Influence Chatbot Personality Shifts (2025.emnlp-main)
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| Challenge: | Existing studies have examined whether large language models adapt their perceived personalities in response to user interactions. |
| Approach: | They propose to use a controlled simulation to measure chatbot personality shifts before and after the interaction to determine whether LLMs exhibit conversational adaptations. |
| Outcome: | The proposed model exhibits personality adaptations over prolonged interactions, while Emotional Stability and Intellect remain relatively stable. |