Cheng-Hong Wang

FinConRank: Financial Constraint-Aware Visual Reranking for Multimodal Document Retrieval

Financial reports contain repeated layouts and dense tables, so visually plausible pages may report the wrong entity, metric, year, or accounting scope. We present FinConRank, a financial constraint-aware visual reranker adapted with page-level hard negatives mined from actual retrieval neighborhoods. A bilingual parse...