editorialBioData MiningJul 13, 2023GOLD OA

ChatGPT and large language models in academia: opportunities and challenges

Cedars-Sinai Medical Center · University of Pennsylvania

PubMed
Indexed incrossrefdoajpubmed

Abstract

The introduction of large language models (LLMs) that allow iterative "chat" in late 2022 is a paradigm shift that enables generation of text often indistinguishable from that written by humans. LLM-based chatbots have immense potential to improve academic work efficiency, but the ethical implications of their fair use and inherent bias must be considered. In this editorial, we discuss this technology from the academic's perspective with regard to its limitations and utility for academic writing, education, and programming. We end with our stance with regard to using LLMs and chatbots in academia, which is summarized as (1) we must find ways to effectively use them, (2) their use does not constitute plagiarism…

Citation impact

526
total citations
FWCI
19.03
Percentile
100%
References
23
Citations per year

Authors

11

Topics & keywords

Keywords
  • Perspective (graphical)
  • Computer science
  • Work (physics)
  • Data science
  • Engineering ethics
  • Artificial intelligence
  • Engineering
UN Sustainable Development Goals
  • Quality Education
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Funding