Glen Layne-Worthey, J. Stephen Downie (HathiTrust, University of Illinois) and members of the AEOLIAN team introduce Day 1 of the AEOLIAN Workshop 5: Workshop 5: Making More Sense With Machines: AI/ML Methods for Interrogating and Understanding Our Textual Heritage in…
Jill Naiman (University of Illinois Urbana-Champaign) “Document Layout Analysis for Scientific Article Figure & Caption Extraction” at the AEOLIAN Workshop 5: Making More Sense With Machines: AI/ML Methods for Interrogating and Understanding Our Textual Heritage in the Humanities, Natural Sciences, and…
Hema Natarajan (Benetech Corporation) “Making Math Accessible, One Image at a Time” at the AEOLIAN Workshop 5: Making More Sense With Machines: AI/ML Methods for Interrogating and Understanding Our Textual Heritage in the Humanities, Natural Sciences, and Social Sciences, which took…
Undergraduate Research Showcase (lightning talks): Morgan Cosillo on OCR post-correction with NLP machine learning model, at the AEOLIAN Workshop 5: Making More Sense With Machines: AI/ML Methods for Interrogating and Understanding Our Textual Heritage in the Humanities, Natural Sciences, and Social…
Undergraduate Research Showcase (lightning talks): Rushdan Jimoh on natural and artificial “page aging” processes for machine learning, at the AEOLIAN Workshop 5: Making More Sense With Machines: AI/ML Methods for Interrogating and Understanding Our Textual Heritage in the Humanities, Natural Sciences,…
Nikolaus Parulian and Glen Layne-Worthey (University of Illinois) “Machine Learning to Identify Creative Content and Paratext at the Page Level” at the AEOLIAN Workshop 5: Making More Sense With Machines: AI/ML Methods for Interrogating and Understanding Our Textual Heritage in the Humanities, Natural…
Peter Organisciak (University of Denver) “Neural Nets to Identify Work Relationships in HathiTrust” at the AEOLIAN Workshop 5: Making More Sense With Machines: AI/ML Methods for Interrogating and Understanding Our Textual Heritage in the Humanities, Natural Sciences, and Social Sciences, which…
Glen Layne-Worthey, J. Stephen Downie and members of the AEOLIAN team give a Summary of Day 1, and Introduction to Day 2 topics at the AEOLIAN Workshop 5: Making More Sense With Machines: AI/ML Methods for Interrogating and Understanding Our Textual…
Janet Swatscheno (HathiTrust Research Center, University of Michigan) Tutorial: “HathiTrust Extracted Features for Machine Learning” at the AEOLIAN Workshop 5: Making More Sense With Machines: AI/ML Methods for Interrogating and Understanding Our Textual Heritage in the Humanities, Natural Sciences, and Social…
Julian Schröter (Universität Würzburg and University of Illinois) “Modeling prototypicality of genre concepts with machine learning and the c@1-score” at the AEOLIAN Workshop 5: Making More Sense With Machines: AI/ML Methods for Interrogating and Understanding Our Textual Heritage in the Humanities,…