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cs.AI2026
FinRank: An Evidence-Grounded Benchmark for Financial Question Answering and Retrieval over SEC Filings
Sasan Mansouri, Daniel Saad, Mark Wahrenburg +2
Financial question answering is typically evaluated by answer correctness, yet in SEC filings a plausible and even numerically correct answer can be grounded in the wrong evidence.…
cs.IR2026
Bypassing Document Ingestion: An MCP Approach to Financial Q&A
Sasan Mansouri, Edoardo Pilla, Mark Wahrenburg +1
Answering financial questions is often treated as an information retrieval problem. In practice, however, much of the relevant information is already available in curated vendor sy…