Robust Hierarchical Structures for Agentic Document Analysis.

arXiv:2609.33322v1 Announce Type: cross Abstract: Large Language Models (LLMs) enable us to better understand text documents, including PDFs and Word documents. However, LLMs, as well as more modern LLM agents, i.e., those with tool-calling abilities, typicall