Document-Level Numerical Reasoning across Single and Multiple Tables in Financial Reports

Yi-Cheng Wang, Wei-An Wang, Chu-Song Chen

Despite the strong language understanding abilities of large language models (LLMs), they still struggle with reliable question answering (QA) over long, structured documents, part…