Recognition Is Not Grounding: Benchmarking Multilingual Financial Evidence Extraction

Lingfei Qian, Yan Wang, Xueqing Peng +6

Comparing financial disclosures across languages requires identifying shared accounting concepts and recovering all numerical facts that express them. Existing benchmarks evaluate…