On Measurement Validity and Language Models: Increasing Validity and Decreasing Bias with Instructions

IF 6.3 1区文学 Q1 COMMUNICATION

Communication Methods and Measures Pub Date : 2024-07-29 DOI:10.1080/19312458.2024.2378690

Moritz Laurer, Wouter van Atteveldt, Andreu Casas, Kasper Welbers

引用次数: 0

Abstract

Language models like BERT or GPT are becoming increasingly popular measurement tools, but are the measurements they produce valid? Literature suggests that there is still a relevant gap between the...

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关于测量有效性和语言模型：用说明提高有效性和减少偏差

BERT 或 GPT 等语言模型正日益成为流行的测量工具，但它们所产生的测量结果是否有效？文献表明，在语言模型和语言测量之间仍然存在着相关的差距。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Communication Methods and Measures COMMUNICATION-

CiteScore

21.10

自引率

1.80%

发文量

期刊介绍： Communication Methods and Measures aims to achieve several goals in the field of communication research. Firstly, it aims to bring attention to and showcase developments in both qualitative and quantitative research methodologies to communication scholars. This journal serves as a platform for researchers across the field to discuss and disseminate methodological tools and approaches. Additionally, Communication Methods and Measures seeks to improve research design and analysis practices by offering suggestions for improvement. It aims to introduce new methods of measurement that are valuable to communication scientists or enhance existing methods. The journal encourages submissions that focus on methods for enhancing research design and theory testing, employing both quantitative and qualitative approaches. Furthermore, the journal is open to articles devoted to exploring the epistemological aspects relevant to communication research methodologies. It welcomes well-written manuscripts that demonstrate the use of methods and articles that highlight the advantages of lesser-known or newer methods over those traditionally used in communication. In summary, Communication Methods and Measures strives to advance the field of communication research by showcasing and discussing innovative methodologies, improving research practices, and introducing new measurement methods.

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