Scholars and graduate students from institutions across the country gathered at the Benson Latin American Collection for the Spanish Paleography + Digital Humanities Institute. The immersive three-day program provided intensive training in reading and transcribing Spanish manuscripts from the 16th to 18th centuries while introducing participants to digital humanities tools that enhance historical research.
Funded by LLILAS’s U.S. Department of Education’s Title VI Program and the Excellence Fund for Technology and Development in Latin America, the institute sought to equip researchers with specialized skills to navigate colonial texts, visualize historical data, and foster a collaborative academic community. The event was spearheaded by LLILAS Benson Digital Scholarship Coordinator Albert A. Palacios, and brought together a cohort of graduate students and faculty members specializing in history, literature, linguistics, and related disciplines.
The institute focused on three key objectives: providing paleography training, introducing participants to digital humanities tools, and fostering a collaborative research network. Participants engaged in hands-on workshops to develop their ability to accurately read and transcribe colonial manuscripts. They also received instruction on open-source technologies for text extraction, geospatial analysis, and network visualization. The program fostered a community of scholars who will continue sharing insights and resources beyond the institute.



Participants had the opportunity to work with historical materials, including royal documents, inquisition records, religious texts, and economic transactions. Case studies were examined through paleography working groups, where scholars collaboratively deciphered difficult handwriting styles and abbreviations.
To apply their newly acquired digital humanities skills, each participant developed a pilot research project using Spanish colonial manuscripts. These projects utilized handwritten text recognition (HTR) technology, geographical text analysis, and data visualization tools to enhance historical inquiry. The final day of the institute featured a lightning round of presentations, allowing scholars to showcase their preliminary findings and discuss future applications.
This year’s participants hailed from universities across the U.S., including the University of Chicago, the University of North Texas, Columbia University, the University of Texas at El Paso, the University of California-Santa Barbara, Purdue University, City College of New York, West Liberty University, Oklahoma State University, and the University of California-Merced. The interdisciplinary nature of the group enriched discussions, providing diverse perspectives on archival research and manuscript interpretation.
A highlight of the institute was the introduction and use of the handwritten text recognition (HTR) model the LLILAS Benson Digital Scholarship Office trained and recently launched on 17th and 18th century Spanish handwriting preserved at the Benson. This innovation is expected to significantly accelerate the study of colonial-era documents and democratize access to these historical resources.



Additionally, the program provided a comprehensive list of recommended paleography resources, including books, digital collections, and online tools to support continued scholarship in Spanish manuscript studies.
Palacios is leading an online Spanish version of the institute for participants worldwide this spring and fall. He will be leading another onsite institute June 4-6, 2025.The demand for the LLILAS Benson Spanish Paleography + Digital Humanities Institute in the Colonial Latin Americanist field underscores the growing interest in merging traditional archival research with computational methodologies. By equipping scholars with both paleographic expertise and digital tools, the institute is paving the way for innovative research on the Spanish Empire and its historical records.