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Welcome to the marinelives-ai-and-history-collaboratory wiki!
The goals of the collaboratory are to
Build useful research tools for real historical research use cases which can be put into immediate effect
Develop and document shared knowledge of large language models applied to historical research use cases
Build a community of students and public historians interested in large language model applications to historical research
Over the next three weeks we will be adding content to our Introduction to Machine Learning for Historians. You can see the Table of Contents and a General Bibliography in the accompanying wiki pages.
General Bibliography: Machine learning and Historical Research
The MarineLives project was founded in 2012. It is a volunteer lead collaboration dedicated to the transcription, enrichment and publication of English High Court of Admiralty depositions.
AI assistants and agents. Nov 19, 2024 talk
Analytical ontological summarization prompt
APIs and batch processing - second collaboratory session
APIs and batch processing ‐ learnings from second collaboratory session
Barbary pirate narrative summarization prompt
Barbary pirate deposition identification and narrative summarization prompt
Batch processing of raw HTR for clean up and summarization
Collaboratory members interests
Early Modern English Language Models
Fine-tuning - third oollaboratory session
History domain training data sets
Introduction to machine learning for historians
MarineLives and machine transcription
New skill set for historians? July 19, 2024 talk
Prompt engineering - first collaboratory session
Prompt engineering - learnings from first collaboratory session