Automated Financial Analysis Using GPT-4
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES: APPLIED DATA SCIENCE AND DEMO TRACK, ECML PKDD 2023, PT VII(2023)
摘要
We introduce a novel application employing GPT-4 for automated financial analysis, aiming to improve the evaluation process of financial performance for businesses and accountants. Our application interprets financial ratios over a two-year period and generates actionable advice. Through specific design objectives and prompt engineering, we ensure the generated advice is concise, language-flexible, and informative. Integrated as a proof-of-concept (PoC) into Silverfin's accounting cloud service, our application showcases the potential of large language models in the specialized fields of finance and accounting.
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关键词
GPT-4,Automated Financial Analysis,Prompt Engineering
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