27 citations · 61 across the 10 of their papers we have counts for
3 papers · 1 filter
Grappling with the Scale of Born-Digital Government Publications: Toward Pipelines for Processing and Searching Millions of PDFs
Benjamin Charles Germain Lee, Trevor Owens
Official government publications are key sources for understanding the history of societies. Web publishing has fundamentally changed the scale and processes by which governments p…
Navigating the Mise-en-Page: Interpretive Machine Learning Approaches to the Visual Layouts of Multi-Ethnic Periodicals
Benjamin Charles Germain Lee, Joshua Ortiz Baco, Sarah H. Salter +1
This paper presents a computational method of analysis that draws from machine learning, library science, and literary studies to map the visual layouts of multi-ethnic newspapers…
LayoutParser: A Unified Toolkit for Deep Learning Based Document Image Analysis
Zejiang Shen, Ruochen Zhang, Melissa Dell +3
Recent advances in document image analysis (DIA) have been primarily driven by the application of neural networks. Ideally, research outcomes could be easily deployed in production…