Discriminative meets generative: Automated information retrieval from unstructured corporate documents via (large) language models

JOURNAL ARTICLE

Year: 2025 Journal: International Journal of Accounting Information Systems Vol: 56 Pages: 100750-100750 Publisher: Elsevier BV

DOI: 10.1016/j.accinf.2025.100750

Keywords:

Discriminative model Computer science Generative grammar Natural language processing Information retrieval Language model Artificial intelligence

Metrics

Cited By

14.46

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Refs

0.98

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Imbalanced Data Classification Techniques

Physical Sciences → Computer Science → Artificial Intelligence

Financial Distress and Bankruptcy Prediction

Social Sciences → Business, Management and Accounting → Accounting

Stock Market Forecasting Methods

Social Sciences → Decision Sciences → Management Science and Operations Research