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arXiv 2508.18234cs.HCcs.CL

AI能拥有人格吗?用于AI人格模拟的提示工程:性别肯定语音治疗训练中的聊天机器人案例研究

Can AI Have a Personality? Prompt Engineering for AI Personality Simulation: A Chatbot Case Study in Gender-Affirming Voice Therapy Training

University of the District of Columbia(哥伦比亚特区大学)

Tailon D. Jackson, Byunggu Yu

AI总结:

本研究通过性别肯定语音治疗训练中的聊天机器人案例,验证了提示工程能使大型语言模型模拟出稳定且一致的人格特质。

摘要:

本论文研究是否可以通过提示工程引导大型语言模型(LLMs)模拟一致的人格。该研究在专为言语病理学(SLP)学生培训设计的聊天机器人背景下探索了这一概念,特别聚焦于性别肯定语音治疗。该聊天机器人名为Monae Jackson,被创建为代表一位32岁的跨性别女性,并进行模拟客户与治疗师互动的对话。研究结果表明,通过提示工程,该聊天机器人保持了可识别且一致的人物形象,并根据大五人格测试展现出鲜明的人格特质。这些结果支持了提示工程可用于在AI聊天机器人中模拟稳定人格特征的观点。

英文摘要:

This thesis investigates whether large language models (LLMs) can be guided to simulate a consistent personality through prompt engineering. The study explores this concept within the context of a chatbot designed for Speech-Language Pathology (SLP) student training, specifically focused on gender-affirming voice therapy. The chatbot, named Monae Jackson, was created to represent a 32-year-old transgender woman and engage in conversations simulating client-therapist interactions. Findings suggest that with prompt engineering, the chatbot maintained a recognizable and consistent persona and had a distinct personality based on the Big Five Personality test. These results support the idea that prompt engineering can be used to simulate stable personality characteristics in AI chatbots.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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