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ChatGPT 的温度特征:为临床研究修改创造力。

The Temperature Feature of ChatGPT: Modifying Creativity for Clinical Research.

机构信息

Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute, Boston, MA, United States.

Albany Medical College, Albany, NY, United States.

出版信息

JMIR Hum Factors. 2024 Mar 8;11:e53559. doi: 10.2196/53559.

Abstract

More clinicians and researchers are exploring uses for large language model chatbots, such as ChatGPT, for research, dissemination, and educational purposes. Therefore, it becomes increasingly relevant to consider the full potential of this tool, including the special features that are currently available through the application programming interface. One of these features is a variable called temperature, which changes the degree to which randomness is involved in the model's generated output. This is of particular interest to clinicians and researchers. By lowering this variable, one can generate more consistent outputs; by increasing it, one can receive more creative responses. For clinicians and researchers who are exploring these tools for a variety of tasks, the ability to tailor outputs to be less creative may be beneficial for work that demands consistency. Additionally, access to more creative text generation may enable scientific authors to describe their research in more general language and potentially connect with a broader public through social media. In this viewpoint, we present the temperature feature, discuss potential uses, and provide some examples.

摘要

越来越多的临床医生和研究人员正在探索使用大型语言模型聊天机器人(如 ChatGPT)进行研究、传播和教育目的。因此,考虑该工具的全部潜力变得越来越重要,包括通过应用程序编程接口目前提供的特殊功能。其中一个功能是一个名为“温度”的变量,它改变了模型生成输出中随机性的程度。这对于临床医生和研究人员来说特别感兴趣。通过降低这个变量,可以生成更一致的输出;通过增加它,可以得到更有创意的回复。对于正在探索这些工具来完成各种任务的临床医生和研究人员来说,将输出调整为不那么有创意的能力可能对需要一致性的工作有益。此外,获得更具创意的文本生成能力可能使科学作者能够用更通用的语言描述他们的研究,并有可能通过社交媒体与更广泛的公众建立联系。在这个观点中,我们介绍了温度功能,讨论了潜在的用途,并提供了一些例子。

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