3 papers
cs.CV2026
POTATR: A Lightweight Image-to-Graph Model for Page-Level Table Extraction
Brandon Smock, Libin Liang, Max Sokolov +4
Large-scale document processing requires contextually aware table extraction (TE) that is both accurate and efficient. Yet current approaches require billions of parameters, hundre…
cs.CL2025
On Finding Inconsistencies in Documents
Charles J. Lovering, Seth Ebner, Brandon Smock +5
Professionals in academia, law, and finance audit their documents because inconsistencies can result in monetary, reputational, and scientific costs. Language models (LMs) have the…
cs.DM2016
A comprehensive theory of cascading via-paths and the reciprocal pointer chain method
Brandon Smock, Joseph Wilson
In this paper, we consolidate and expand upon the current theory and potential applications of the set of best \emph{cascading via-paths} (CVPs) and the \emph{reciprocal pointe…