Journal of Emerging Technologies in Accounting · 2023 · 49 citations · 4 references
BusinessAccountancyAccountingAuditingNatural Language ProcessingText AnalyticsAudit PlanningRisk-based AuditingAudit EducationLarge Language ModelsNatural Language Processing EducationNavigationPersonalized Learning Technology
ABSTRACT This commentary discusses how large language models like ChatGPT hold transformative potential in accounting, including education, research, and professional auditing. In the educational sphere, the advent of ubiquitous artificial intelligence (AI) tutors could potentially solve Bloom’s Two Sigma Problem, heralding a new era of personalized learning. Accounting research stands to benefit immensely, particularly in tasks that rely heavily on natural language processing. In the professional auditing domain, the capabilities of ChatGPT to create broad outlines of risks inherent in certain accounts and assertions can enable engagement teams to create more risk-responsive audit plans. However, although the advantages are remarkable, they are accompanied by potential pitfalls that necessitate cautious navigation. Even with these challenges, AI’s impending transformation in personal and professional lives cannot be overlooked, as accounting stands on the brink of significant change. JEL Classifications: M40; M42; O33.
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A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT
Jules White, Quchen Fu, Sam Hays et al. · arXiv (Cornell University) · 2023 · 792 citations · Full text
Computing, Computer Science, Natural Language Processing +12
Artificial Intelligence Co-Piloted Auditing
Hanchi Gu, Marco Schreyer, Kevin Moffitt et al. · SSRN Electronic Journal · 2023 · 36 citations · Full text
Business, Accountancy, Accounting +13