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
{"title":"大型语言模型和政治科学","authors":"Mitchell Linegar, Rafal Kocielnik, R. Michael Alvarez","doi":"10.3389/fpos.2023.1257092","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":34431,"journal":{"name":"Frontiers in Political Science","volume":"9 1","pages":"0"},"PeriodicalIF":2.3000,"publicationDate":"2023-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Large language models and political science\",\"authors\":\"Mitchell Linegar, Rafal Kocielnik, R. Michael Alvarez\",\"doi\":\"10.3389/fpos.2023.1257092\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"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.\",\"PeriodicalId\":34431,\"journal\":{\"name\":\"Frontiers in Political Science\",\"volume\":\"9 1\",\"pages\":\"0\"},\"PeriodicalIF\":2.3000,\"publicationDate\":\"2023-10-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Frontiers in Political Science\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.3389/fpos.2023.1257092\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"INTERNATIONAL RELATIONS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in Political Science","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3389/fpos.2023.1257092","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"INTERNATIONAL RELATIONS","Score":null,"Total":0}
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。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
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.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
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
期刊最新文献
Human involvement in autonomous decision-making systems. Lessons learned from three case studies in aviation, social care and road vehicles Deciphering the maritime diplomatic properties of Malaysia's oil and gas explorations in the South China Sea Dimensions of cultural sustainability—Local adaptation, adaptive capacity and social resilience Neurorights as reconceptualized human rights Interactions among national and supranational identities: mobilizing the independence movement in Scotland
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1