A retrieve-summarize-extract pipeline with simple table-to-text serialization improves LLM extraction from hybrid long documents, and a new financial KPI dataset (FINE) is introduced to support evaluation.
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Extract Information from Hybrid Long Documents Leveraging LLMs: A Framework and Dataset
A retrieve-summarize-extract pipeline with simple table-to-text serialization improves LLM extraction from hybrid long documents, and a new financial KPI dataset (FINE) is introduced to support evaluation.