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FinRank: Hard-Negative Retrieval Evaluation for Financial-Document RAG

Intermediate Retrieval, memory, and production RAG

Financial Retrieval Evaluation: Part 1 , Note: Aug 11, 2026 , Paper: 2026 , NLP

A deep reading of FinRank: how company, year, and disclosure boundaries create deceptively plausible evidence, and why pooled retrieval, hard negatives, and metadata filters must be evaluated together.

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