Explainable Publication Year Prediction of Eighteenth Century Texts with the BERT Model

no code implementations • LChange (ACL) 2022 • Iiro Rastas, Yann Ciarán Ryan, Iiro Tiihonen, Mohammadreza Qaraei, Liina Repo, Rohit Babbar, Eetu Mäkelä, Mikko Tolonen, Filip Ginter

In this paper, we describe a BERT model trained on the Eighteenth Century Collections Online (ECCO) dataset of digitized documents.

Optical Character Recognition Optical Character Recognition (OCR)

Reception Reader: Exploring Text Reuse in Early Modern British Publications

no code implementations • 8 Feb 2023 • David Rosson, Eetu Mäkelä, Ville Vaara, Ananth Mahadevan, Yann Ryan, Mikko Tolonen

The Reception Reader is a web tool for studying text reuse in the Early English Books Online (EEBO-TCP) and Eighteenth Century Collections Online (ECCO) data.

Topic modelling discourse dynamics in historical newspapers

no code implementations • 20 Nov 2020 • Jani Marjanen, Elaine Zosa, Simon Hengchen, Lidia Pivovarova, Mikko Tolonen

This paper addresses methodological issues in diachronic data analysis for historical research.

Topic Models