Computational text analysis within the Humanities: How to combine working practices from the contributing fields?

J Kuhn - Language Resources and Evaluation, 2019 - Springer
This position paper is based on a keynote presentation at the COLING 2016 Workshop on
Language Technology for Digital Humanities in Osaka, Japan. It departs from observations …

Improving automatic quotation attribution in literary novels

K Vishnubhotla, F Rudzicz, G Hirst… - arxiv preprint arxiv …, 2023 - arxiv.org
Current models for quotation attribution in literary novels assume varying levels of available
information in their training and test data, which poses a challenge for in-the-wild inference …

Computational stylistics

JB Herrmann, AM Jacobs, A Piper - Handbook of Empirical Literary …, 2021 - degruyter.com
Computational Stylistics (CS) is a field of enquiry that examines the forms, social
embedding, and the aesthetic potential of literary texts by means of computational and …

The double bind of validation: distant reading and the digital humanities'“trough of disillusionment”

A Hammond - Literature Compass, 2017 - Wiley Online Library
The digital humanities (DH) is currently in the phase of the “hype cycle” known as the “trough
of disillusionment.” Franco Moretti, perhaps the most prominent practitioner of the most …

Detecting direct speech in multilingual collection of 19th-century novels

J Byszuk, M Woźniak, M Kestemont… - … of lt4hala 2020-1st …, 2020 - aclanthology.org
Fictional prose can be broadly divided into narrative and discursive forms with direct speech
being central to any discourse representation (alongside indirect reported speech and free …

Study of linguistic features incorporated in a literary book recommender system

H Alharthi, D Inkpen - Proceedings of the 34th ACM/SIGAPP Symposium …, 2019 - dl.acm.org
As reading for pleasure is declining, particularly among the young, we are motivated to
investigate the textual elements that may play a role in generating high-quality book …

Are fictional voices distinguishable? classifying character voices in modern drama

K Vishnubhotla, A Hammond… - Proceedings of the 3rd joint …, 2019 - aclanthology.org
According to the literary theory of Mikhail Bakhtin, a dialogic novel is one in which characters
speak in their own distinct voices, rather than serving as mouthpieces for their authors. We …

UDAT: Compound quantitative analysis of text using machine learning

L Shamir - Digital Scholarship in the Humanities, 2021 - academic.oup.com
Computing machines allow quantitative analysis of large databases of text, providing
knowledge that is difficult to obtain without using automation. This article describes …

[Retracted] A Study of English Translation Theory Based on Multivariate Statistical Analysis of Random Matrix

Y Li - Mathematical Problems in Engineering, 2022 - Wiley Online Library
With the continuous advancement of artificial intelligence in natural language processing
technology, machine translation based on machine learning technology has been fully …

Object extraction of tennis video based on deep learning

H Huang - Wireless Communications and Mobile Computing, 2022 - Wiley Online Library
Moving target detection and tracking technology is the core technology in the field of
computer vision. It integrates image processing, pattern recognition and intelligence, and …