A five-stage benchmark shows LLMs detect financial statement errors well but fail at explanation, standards citation, and statement revision.
Study of the Impact of the Big Data Era on Accounting and Auditing
1 Pith paper cite this work. Polarity classification is still indexing.
abstract
Big data revolutionizes accounting and auditing, offering deep insights but also introducing challenges like data privacy and security. With data from IoT, social media, and transactions, traditional practices are evolving. Professionals must adapt to these changes, utilizing AI and machine learning for efficient data analysis and anomaly detection. Key to overcoming these challenges are enhanced analytics tools, continuous learning, and industry collaboration. By addressing these areas, the accounting and auditing fields can harness big data's potential while ensuring accuracy, transparency, and integrity in financial reporting. Keywords: Big Data, Accounting, Audit, Data Privacy, AI, Machine Learning, Transparency.
fields
cs.IR 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Automating Financial Statement Audits with Large Language Models
A five-stage benchmark shows LLMs detect financial statement errors well but fail at explanation, standards citation, and statement revision.