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Modeling, a key technique in therapy, uses observational learning to help clients acquire and practice new skills by watching therapists demonstrate desired behaviors. This approach, rooted in Albert Bandura's concept of vicarious learning, plays a significant role in therapeutic interventions for various psychological conditions, including social anxiety, ADHD, and depression.
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Some researchers suggest that altruism operates on empathy. Empathy is the capacity to understand another person’s perspective, to feel what he or she feels. An empathetic person makes an emotional connection with others and feels compelled to help (Batson, 1991). Empathy can be expressed in several ways, including cognitive, affective, and motor. 
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An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
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Research is what makes the difference between facts and opinions. Facts are observable realities, and opinions are personal judgments, conclusions, or attitudes that may or may not be accurate. In the scientific community, facts can be established only using evidence collected through empirical research.
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Cognitive psychology is the field of psychology dedicated to examining how people think. It attempts to explain how and why we think the way we do by studying the interactions among human thinking, emotion, creativity, language, and problem-solving, as well as other cognitive processes. Cognitive psychology studies how information is processed and manipulated in remembering, thinking, and knowing.
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快速工程一个信息聊天机器人用于心理健康教育,使用多代理方法来加强对快速指令的遵守:算法开发和验证.

Per Niklas Waaler1, Musarrat Hussain1, Igor Molchanov1

  • 1Department of Computer Science, UiT The Arctic University of Norway, Tromsø, Norway.

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批判性分析过器 (CAF) 改善了大型语言模型 (LLM) 聊天机器人在心理健康教育中的合规性. 该系统确保聊天机器人提供准确的精神分裂症信息,提高安全性和可靠性.

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科学领域:

  • 人工智能在心理健康中的作用
  • 自然语言处理应用程序
  • 精神分裂症患者教育

背景情况:

  • 精神分裂症的认知障碍会影响患者的教育.
  • 大型语言模型 (LLM) 提供可访问的心理健康信息.
  • 在LLM的可控性和幻觉风险需要安全措施.

研究的目的:

  • 开发和评估一个批判分析波器 (CAF) 系统.
  • 确保LLM聊天机器人遵守说明和范围.
  • 为精神分裂症患者提供经过验证的心理健康信息.

主要方法:

  • 快速设计的GPT-4聊天机器人用于精神分裂症教育.
  • 使用LLM代理来进行响应分析和改进的CAF系统.
  • 敌对对话,以测试CAF防止角色偏移和幻觉的能力.
  • 人类对聊天机器人响应的评分是关于完整性和对源材料的坚持.

主要成果:

  • CAF激活显著改善了响应合规性.
  • 81%的响应符合CAF启用,而只有8.3%的响应是禁用.
  • CAF在维护聊天机器人的完整性和准确性方面表现出有效性.

结论:

  • 在LLMs中的自我反思机制可以实现安全有效的心理健康平台.
  • 这种方法平衡了LLM的灵活性与可靠的范围控制.
  • 建议在现实的场景下进行进一步的测试,以便广泛采用.