Document Parsing AI Breakthrough: Alibaba’s Logics-Parsing Masters Complex Academic Papers

Logics-Parsing: Breaking Boundaries in Complex Document Parsing – Why I’m Impressed by Alibaba’s Open-Source “All-Rounder” When faced with academic papers featuring multi-column layouts, mathematical formulas, and chemical structures, traditional OCR tools consistently fall short—until I encountered this 7B-parameter “compact powerhouse.” I still remember the last time I needed to parse a double-column academic paper. I had to launch three different tools in sequence: one for text recognition, another for tables, and a third specifically for mathematical formulas. The entire process felt like playing a technical version of “whack-a-mole”—just as I solved one problem, another popped up. That frustration persisted until …