大型语言模型和政治科学

IF 2.3 Q1 INTERNATIONAL RELATIONS Frontiers in Political Science Pub Date : 2023-10-16 DOI:10.3389/fpos.2023.1257092
Mitchell Linegar, Rafal Kocielnik, R. Michael Alvarez
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引用次数: 0

摘要

大型语言模型(llm)是一种人工智能,它使用来自非常大的数据集的信息来建模语言的使用并生成内容。虽然像GPT-3这样的法学硕士已经广泛应用于许多应用程序中,但OpenAI最近公开发布的ChatGPT引发了更多关于法学硕士潜在用途和滥用的争论。在本文中,我们简要介绍了法学硕士,并讨论了它们在政治学和政治方法论中的潜在应用。我们用我们最近研究中的两个法学硕士的例子来说明法学硕士如何打开新的研究领域。最后,我们讨论了研究人员如何在他们的工作中使用法学硕士,以及研究人员在政治学和政治方法论中使用法学硕士时需要注意的问题。
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Large language models and political science
Large Language Models (LLMs) are a type of artificial intelligence that uses information from very large datasets to model the use of language and generate content. While LLMs like GPT-3 have been used widely in many applications, the recent public release of OpenAI's ChatGPT has opened more debate about the potential uses and abuses of LLMs. In this paper, we provide a brief introduction to LLMs and discuss their potential application in political science and political methodology. We use two examples of LLMs from our recent research to illustrate how LLMs open new areas of research. We conclude with a discussion of how researchers can use LLMs in their work, and issues that researchers need to be aware of regarding using LLMs in political science and political methodology.
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来源期刊
Frontiers in Political Science
Frontiers in Political Science Social Sciences-Political Science and International Relations
CiteScore
2.90
自引率
0.00%
发文量
135
审稿时长
13 weeks
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