LOOMSUM:Weaving Quantitative and Narrative Evidence for Faithful Long Text-Table Summarization
Long documents often distribute important information across extensive narrative passages and multiple tables, making faithful summarization particularly challenging. Existing methods may generate individually supported quantitative facts and analytical statements yet associate them incorrectly, producing quantitativel...