RESEARCHarXiv CS.CL·14d ago
Improving the Completeness and Comparability of Segment Disclosures: A Large Language Model Approach
This study introduces a large language model-based framework to extract and preserve both reportable and nested segment disclosures directly from Form 10-K filings. It also incorporates a retrieval-augmented system to enhance comparability across multiple filings.
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