#natural language process...
Jul 2025
Beyond Isolated Dots: Benchmarking Structured Table Construction as Deep Knowledge Extraction
AOE (Arranged and Organized Extraction), a bilingual benchmark that evaluates LLMs'ability to distill long-form, multi-document inputs into structured tables, is introduced, revealing that structured extraction from long contexts remains a fundamental challenge - an"Area of Effect"(AOE) that impacts all tested systems.
Tian-Yun Zhong, Guozhao Mo, Yan-Jiang Liu et al.
· arXiv.org · 0 citations