Papers by Xiuzhu Wu
Chameleons and Guardians: Unveiling the Divergence in Personality Plasticity and Cognitive Resistance across LLMs (2026.findings-acl)
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| Challenge: | Existing studies on LLMs argue for its immutability, but prior studies have not found that personality-inducing contexts can be intentionally reshaped. |
| Approach: | They propose a personality-inducing framework that reshapes LLMs via multi-agent collaboration . they paraphrase MBTI questions to create semantically equivalent but expressively diverse inducing contexts . |
| Outcome: | Experiments on worldwide mainstream LLMs show that PIF transforms their original personalities into desired target personalities. |