语言能得性框架:语言技术社会研究的语言学社会学方法

IF 2.7 2区 社会学 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Haley Lepp, AJ Alvero
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引用次数: 0

摘要

本文描述了一个由三部分组成的框架来研究语言技术如何阐明和塑造社会中的语言关系。重新构建法学硕士中关于语言偏见的大量证据,我们引入了语言启示的概念,以关注对象如何通过语言塑造社会关系。首先,我们将语言意识形态如何在特定环境中影响社会关系的语境化。接下来,我们将探讨语言意识形态如何塑造语言技术的语言支持的构建。最后,我们研究了语言技术的语言启示如何导致语言和社会价值之间的新联系。我们描述了这个框架如何为语言技术的研究和语言技术在社会科学中的应用提供信息。我们用两个例子来证明这个框架:在大学招生中使用法学硕士和在科学出版中采用法学硕士。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Linguistic Affordances Framework: A Linguistic-Sociological Approach for the Social Study of Language Technology
This paper describes a three-part framework to study how language technologies elucidate and shape linguistic relations in society. Reframing a mountain of evidence about language bias in LLMs, we introduce the concept of linguistic affordances to attend to how an object can shape social relations through language. First, we contextualize how language ideologies inform social relations in a particular setting. Next, we examine how language ideologies shape the construction of the linguistic affordances of a language technology. Finally, we examine how the linguistic affordances of language technologies lead to new associations that link language and social worth. We describe how this framework can inform both the study of language technologies and the use of language technologies in social science. We demonstrate the framework with two examples: the use of LLMs in college admissions and the adoption of LLMs in scientific publishing.
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来源期刊
Social Science Computer Review
Social Science Computer Review 社会科学-计算机:跨学科应用
CiteScore
9.00
自引率
4.90%
发文量
95
审稿时长
>12 weeks
期刊介绍: Unique Scope Social Science Computer Review is an interdisciplinary journal covering social science instructional and research applications of computing, as well as societal impacts of informational technology. Topics included: artificial intelligence, business, computational social science theory, computer-assisted survey research, computer-based qualitative analysis, computer simulation, economic modeling, electronic modeling, electronic publishing, geographic information systems, instrumentation and research tools, public administration, social impacts of computing and telecommunications, software evaluation, world-wide web resources for social scientists. Interdisciplinary Nature Because the Uses and impacts of computing are interdisciplinary, so is Social Science Computer Review. The journal is of direct relevance to scholars and scientists in a wide variety of disciplines. In its pages you''ll find work in the following areas: sociology, anthropology, political science, economics, psychology, computer literacy, computer applications, and methodology.
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