Tabular PDF Information Extraction with Local LLMs and Layout-Aware Parsing: A Reliability Evaluation

Muhammad Anis Al Hilmi, Neelansh Khare, Noel Framil Iglesias +3

Extracting structured information from academic PDF documents is non trivial: a single page typically combines free text metadata with tabular regions, exhibits cross program varia…