Benjamin Charles Germain Lee

According to our database, Benjamin Charles Germain Lee authored at least 15 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

The "Collections as ML Data" checklist for machine learning and cultural heritage.

Benjamin Charles Germain Lee

J. Assoc. Inf. Sci. Technol., February, 2025

2024

Past Meets Future: Human-AI Interaction for Digital History and Cultural Heritage.

Kurt Luther, Vikram Mohanty, Benjamin Charles Germain Lee, Ioanna Lykourentzou

Proceedings of the Companion Proceedings of the 29th International Conference on Intelligent User Interfaces, 2024

Integrating Visual and Textual Inputs for Searching Large-Scale Map Collections with CLIP.

Jamie Mahowald, Benjamin Charles Germain Lee

Proceedings of the Computational Humanities Research Conference 2024, 2024

2023

LIMEADE: From AI Explanations to Advice Taking.

Benjamin Charles Germain Lee, Doug Downey, Kyle Lo, Daniel S. Weld

ACM Trans. Interact. Intell. Syst., December, 2023

Human-AI Interaction for Exploratory Search & Recommender Systems with Application to Cultural Heritage

Benjamin Charles Germain Lee

PhD thesis, 2023

2022

The "Collections as ML Data" Checklist for Machine Learning & Cultural Heritage.

Benjamin Charles Germain Lee

CoRR, 2022

2021

Grappling with the Scale of Born-Digital Government Publications: Toward Pipelines for Processing and Searching Millions of PDFs.

Benjamin Charles Germain Lee, Trevor Owens

CoRR, 2021

LayoutParser: A Unified Toolkit for Deep Learning Based Document Image Analysis.

Zejiang Shen, Ruochen Zhang, Melissa Dell, Benjamin Charles Germain Lee, Jacob Carlson, Weining Li

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

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, Jim Casey

Proceedings of the Conference on Computational Humanities Research, 2021

2020

The Newspaper Navigator Dataset: Extracting And Analyzing Visual Content from 16 Million Historic Newspaper Pages in Chronicling America.

Benjamin Charles Germain Lee, Jaime Mears, Eileen Jakeway, Meghan Ferriter, Chris Adams, Nathan Yarasavage, Deborah Thomas, Kate Zwaard, Daniel S. Weld

CoRR, 2020

Explanation-Based Tuning of Opaque Machine Learners with Application to Paper Recommendation.

Benjamin Charles Germain Lee, Kyle Lo, Doug Downey, Daniel S. Weld

CoRR, 2020

Newspaper Navigator: Open Faceted Search for 1.5 Million Images.

Benjamin Charles Germain Lee, Daniel S. Weld

Proceedings of the UIST '20 Adjunct: The 33rd Annual ACM Symposium on User Interface Software and Technology, 2020

The Newspaper Navigator Dataset: Extracting Headlines and Visual Content from 16 Million Historic Newspaper Pages in Chronicling America.

Benjamin Charles Germain Lee, Jaime Mears, Eileen Jakeway, Meghan Ferriter, Chris Adams, Nathan Yarasavage, Deborah Thomas, Kate Zwaard, Daniel S. Weld

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Machine learning, template matching, and the International Tracing Service digital archive: Automating the retrieval of death certificate reference cards from 40 million document scans.

Benjamin Charles Germain Lee

Digit. Scholarsh. Humanit., 2019

2017

Line detection in binary document scans: A case study with the international tracing service archives.

Benjamin Charles Germain Lee

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017