FinVerBench: Benchmark Validity and Calibration in Large Language Model Financial Statement Verification 事件

FinVerBench: Benchmark Validity and Calibration in Large Language Model Financial Statement Verification arXiv:2605.29586v1 Announce Type: new Abstract: We introduce FinVerBench, a benchmark and validity study for financial statement verification: determining whether a set of corporate financial statements is numerically consistent from the information shown to the model. FinVerBench is built from SEC 10-K XBRL filings for 43 S&P 500 companies and defines a four-category error taxonomy covering