Benjamin Charles Germain Lee

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 14

Top Topics

Digital Government

Machine Learning

Cultural Heritage

Top Venues

Digit. Scholarsh. Humanit.

Publications

Kurt Luther, Vikram Mohanty, Benjamin Charles Germain Lee, Ioanna Lykourentzou
Past Meets Future: Human-AI Interaction for Digital History and Cultural Heritage. IUI Companion (2024)
Benjamin Charles Germain Lee, Doug Downey, Kyle Lo, Daniel S. Weld
LIMEADE: From AI Explanations to Advice Taking. ACM Trans. Interact. Intell. Syst. 13 (4) (2023)
Benjamin Charles Germain Lee
The "Collections as ML Data" Checklist for Machine Learning & Cultural Heritage. CoRR (2022)
Zejiang Shen, Ruochen Zhang, Melissa Dell, Benjamin Charles Germain Lee, Jacob Carlson, Weining Li
LayoutParser: A Unified Toolkit for Deep Learning Based Document Image Analysis. CoRR (2021)
Benjamin Charles Germain Lee, Joshua Ortiz Baco, Sarah H. Salter, Jim Casey
Navigating the Mise-en-Page: Interpretive Machine Learning Approaches to the Visual Layouts of Multi-Ethnic Periodicals. CoRR (2021)
Benjamin Charles Germain Lee, Trevor Owens
Grappling with the Scale of Born-Digital Government Publications: Toward Pipelines for Processing and Searching Millions of PDFs. CoRR (2021)
Benjamin Charles Germain Lee, Joshua Ortiz Baco, Sarah H. Salter, Jim Casey
Navigating the Mise-en-Page: Interpretive Machine Learning Approaches to the Visual Layouts of Multi-Ethnic Periodicals. CHR (2021)
Zejiang Shen, Ruochen Zhang, Melissa Dell, Benjamin Charles Germain Lee, Jacob Carlson, Weining Li
LayoutParser: A Unified Toolkit for Deep Learning Based Document Image Analysis. ICDAR (1) (2021)
Benjamin Charles Germain Lee, Jaime Mears, Eileen Jakeway, Meghan Ferriter, Chris Adams, Nathan Yarasavage, Deborah Thomas, Kate Zwaard, Daniel S. Weld
The Newspaper Navigator Dataset: Extracting And Analyzing Visual Content from 16 Million Historic Newspaper Pages in Chronicling America. CoRR (2020)
Benjamin Charles Germain Lee, Kyle Lo, Doug Downey, Daniel S. Weld
Explanation-Based Tuning of Opaque Machine Learners with Application to Paper Recommendation. CoRR (2020)
Benjamin Charles Germain Lee, Jaime Mears, Eileen Jakeway, Meghan Ferriter, Chris Adams, Nathan Yarasavage, Deborah Thomas, Kate Zwaard, Daniel S. Weld
The Newspaper Navigator Dataset: Extracting Headlines and Visual Content from 16 Million Historic Newspaper Pages in Chronicling America. CIKM (2020)
Benjamin Charles Germain Lee, Daniel S. Weld
Newspaper Navigator: Open Faceted Search for 1.5 Million Images. UIST (Adjunct Volume) (2020)
Benjamin Charles Germain Lee
Machine learning, template matching, and the International Tracing Service digital archive: Automating the retrieval of death certificate reference cards from 40 million document scans. Digit. Scholarsh. Humanit. 34 (3) (2019)
Benjamin Charles Germain Lee
Line detection in binary document scans: A case study with the international tracing service archives. IEEE BigData (2017)