Zombie papers, the Data Deluge column

Q2 Social Sciences
Donna Ellen Frederick
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引用次数: 0

Abstract

Purpose The purpose of this paper is to discuss how retracted scientific papers become zombie papers and why they are problematic and to encourage librarians to become active in addressing these problems. Design/methodology/approach This paper explains what zombie papers are, how they are created and the potential impact they can have on the body of scientific literature. It explains how and why they are different than other common types of misleading scientific publications. It also explores recent developments such as the growth of artificial intelligence (AI) technologies and changes to organizations that make data about paper retractions available. Findings While journal retractions are as old as scientific publishing itself, the seriousness of retractions persisting and being used in the body of scientific literature has recently been recognized as a serious concern. The rise of new AI technologies such as ChatGPT has made the presence of zombie papers in the data used to train large language models (LLMs) extremely concerning. Originality/value While librarians are well-aware of journal retractions and most include information about them in their information literacy training, concerns around zombie papers and their potential presence in the data used to train LLMs will likely be a new consideration for most.
僵尸报纸,数据洪水专栏
本文的目的是讨论撤回的科学论文是如何成为僵尸论文的,为什么它们是有问题的,并鼓励图书馆员积极解决这些问题。这篇论文解释了什么是僵尸论文,它们是如何被创造出来的,以及它们对科学文献的潜在影响。它解释了它们如何以及为什么不同于其他常见类型的误导性科学出版物。它还探讨了最近的发展,如人工智能(AI)技术的发展,以及提供论文撤稿数据的组织的变化。虽然期刊撤稿的历史与科学出版本身一样悠久,但撤稿的严重性持续存在,并在科学文献中被使用,最近已被认为是一个严重的问题。ChatGPT等新人工智能技术的兴起,使得用于训练大型语言模型(llm)的数据中存在僵尸论文的问题非常令人担忧。虽然图书馆员很清楚期刊撤稿的情况,而且大多数图书馆员都在他们的信息素养培训中包含了关于它们的信息,但对僵尸论文的关注以及它们在法学硕士培训数据中的潜在存在,可能是大多数人新的考虑因素。
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
Library Hi Tech News
Library Hi Tech News Social Sciences-Library and Information Sciences
CiteScore
4.10
自引率
0.00%
发文量
50
期刊介绍: Library Hi Tech News (LHTN) helps busy professionals stay abreast of current events and developments in the library and information industry. LHTN publishes articles of varying lengths, reports from relevant conferences, and case studies of how technology is used in the library. The Editors work closely with authors who are new to publishing, and those who are seeking outlets for reporting on practical uses of IT in libraries. Publishing your article in LHTN can be "a place to start," analogous to a "poster session in print", and does not preclude publishing a more fulsome piece in a peer-reviewed journal at a later date. Readers consider LHTN as the source from which to hear what’s coming next in terms of technology development for academic and public libraries.
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