Greek Literary Papyri Dating Benchmark

Greek Literary Papyri Dating Benchmark

Abstract

Dating papyri accurately is crucial not only to editing their texts but also for our understanding of palaeography and the history of writing, ancient scholarship, material culture, networks in antiquity, etc. Most ancient manuscripts offer little evidence regarding the time of their production, forcing papyrologists to date them on palaeographical grounds, a method often criticized for its subjectivity. In this work, with data obtained from the Collaborative Database of Dateable Greek Bookhands, an online collection of objectively dated Greek papyri, we created a dataset of literary papyri, which can be used for computational papyri dating. We also experimented on this dataset, by fine-tuning four convolutional neural networks pre-trained on generic images.

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Authors
  • Paparrigopoulou, Asimina
  • Kougia, Vasiliki
  • Konstantinidou, Maria
  • Pavlopoulos, John
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Shortfacts
Category
Paper in Conference Proceedings or in Workshop Proceedings (Paper)
Event Title
ICDAR 2023 Workshop on Computational Paleography (2nd edition)
Divisions
Data Mining and Machine Learning
Subjects
Kuenstliche Intelligenz
Event Location
San José, California, USA
Event Type
Workshop
Event Dates
24 Aug 2023
Series Name
Document Analysis and Recognition – ICDAR 2023 Workshops
Date
2023
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