Liimatta, Aatu, Mäkelä, Eetu, Ginter, Filip, Rastas, Iiro, Tihonen, Iiro, Zhang, Jinbin, Pivovarova, Lidia, Tolonen, Mikko, K, Milja, Babbar, Rohit, Wang, Ruilin, Säily, Tanja, Ryan, Yann Ciarán, Scholger, Walter, Vogeler, Georg, Tasovac, Toma, Baillot, Anne, Raunig, Elisabeth, Scholger, Martina, Steiner, Elisabeth, Centre for Information Modelling, and Helling, Patrick
Subjects
Paper, historiography, historical thesaurus, bibliographic analysis, History, Long Presentation, ecco, cultural analytics, Book and print history, natural language processing, artificial intelligence and machine learning, bert
Abstract
This paper combines text reuse detection (using software developed for protein string detection) with genre classification based on the Bert transformer model, to understand changing patterns of genre and intextuality in a large dataset of eighteenth century British and Irish texts.