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Conference paper (published)
MapReader: a computer vision pipeline for the semantic exploration of maps at scale
We present MapReader, a free, open-source software library written in Python for analyzing large map collections. MapReader allows users with little computer vision expertise to i) retrieve maps via web-servers; ii) preprocess and divide them into patches; iii) annotate patches; iv) train, fine-tune, and evaluate deep neural network models; and...Hosseini, Kasra ; Wilson, Daniel C. S. ; Beelen, Kaspar ; McDonough, Katherine
maps and ordnance survey
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Conference paper (published)
Resolving places, past and present: toponym resolution in historical British newspapers using multiple resources
Newspapers and their metadata are richly geographical, not only in their distribution but also their content. Attending to these spatial features is a prerequisite in newspaper research. Following other projects to have geoparsed place names in newspapers, we describe our approach to linking historical geospatial information in text to real-world...Coll Ardanuy, Mariona ; McDonough, Katherine ; Krause, Amrey ; Wilson, Daniel C.S. ; Hosseini, Kasra …
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Conference paper (published)
DeezyMatch: A Flexible Deep Learning Approach to Fuzzy String Matching
We present DeezyMatch, a free, open-source software library written in Python for fuzzy string matching and candidate ranking. Its pair classifier supports various deep neural network architectures for training new classifiers and for fine-tuning a pretrained model, which paves the way for transfer learning in fuzzy string matching. This approach...Hosseini, Kasra ; Nanni, Federico ; Coll Ardanuy, Mariona
Natural Language Processing, string matching, toponym matching, machine learning, and digital humanities
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Conference paper (published)
Living Machines: A study of atypical animacy
This paper proposes a new approach to animacy detection, the task of determining whether an entity is represented as animate in a text. In particular, this work is focused on atypical animacy and examines the scenario in which typically inanimate objects, specifically machines, are given animate attributes. To address it,...Coll Ardanuy, Mariona ; Nanni, Federico ; Beelen, Kaspar ; Hosseini, Kasra ; Ahnert, Ruth …
nineteenth-century English, living machines, BERT, and animacy
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Conference paper (published)
When Time Makes Sense: A Historically-Aware Approach to Targeted Sense Disambiguation
As languages evolve historically, making computational approaches sensitive to time can improve performance on specific tasks. In this work, we assess whether applying historical language models and time-aware methods help with determining the correct sense of polysemous words. We outline the task of time-sensitive Targeted Sense Disambiguation (TSD), which aims...Beelen, Kaspar ; Nanni, Federico ; Coll Ardanuy, Mariona ; Hosseini, Kasra ; Tolfo, Giorgia …
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Conference paper (published)
“Webcomics Archive? Now I'm Interested”: Comics Readers Seeking Information in Web Archives
There is a longstanding tradition of understanding information needs and interaction behavior across different user groups to inform the design of digital products and services. There is a gap in such research of comics readers, specifically how they seek and interact with the information and interfaces of web-based archives provided...Berube, Linda ; Makri, Stephann ; Cooke, Ian ; Priego, Ernesto ; Wisdom, Stella
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Conference paper (published)
Exploring Software, Tools and Methods used in Web Archive Research
This paper is one part of a larger research project, titled, Web Archives - Researcher Skills and Tools (WARST). In this poster we focus on the data from the WARST study which examines the software, tools and methods used in the web archive research lifecycle.Schmid, Katharina ; Healy, Sharon ; Byrne, Helena
web archiving, web archive research, web archive users, and web archive creators
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Conference paper (published)
Towards a Collections Model for Preservation Planning at the British Library
The development of a framework for preservation planning at the British Library has highlighted the need for a more-structured understanding of its digital collections, in particular with regard to identifying the specific sets of objects that would be the focus of preservation plans. Work has recently commenced on developing a...Day, Michael ; Pennock, Maureen
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Conference paper (published)
Design Patterns in Digital Preservation: Understanding Information Flows
This paper proposes a framework to help understand the different ways digital preservation goals can achieved, and the contextual factors these choices depend on. This is done through a worked example: three different design patterns representing the three possible modes of archival information flow, each illustrated with realistic examples and...Jackson, Andrew N
OAIS, design patterns, community, risk management, and innovation
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Conference paper (published)
Arabic dialect identification in the context of bivalency and code-switching
In this paper we use a novel approach towards Arabic dialect identification using language bivalency and written code-switching. Bivalency between languages or dialects is where a word or element is treated by language users as having a fundamentally similar semantic content in more than one language or dialect. Arabic dialect...El-Haj, Mahmoud ; Rayson, Paul ; Aboelezz, Mariam
Arabic, machine learning, dialects, language identification, NLP, and bivalency
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