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2022
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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2022
Conference paper (published)
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset
As language models grow ever larger, the need for large-scale high-quality text datasets has never been more pressing, especially in multilingual settings. The BigScience workshop, a 1-year international and multidisciplinary initiative, was formed with the goal of researching and training large language models as a values-driven undertaking, putting issues of...Laurençon, Hugo ; Saulnier, Lucile ; Wang, Thomas ; Akiki, Christopher ; Villanova del Moral, Albert …
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2022
Conference paper (published)
Entities, Dates, and Languages: Zero-Shot on Historical Texts with T0
In this work, we explore whether the recently demonstrated zero-shot abilities of the T0 model extend to Named Entity Recognition for out-of-distribution languages and time periods. Using a historical newspaper corpus in 3 languages as test-bed, we use prompts to extract possible named entities. Our results show that a naive...De Toni, Francesco ; Akiki, Christopher ; De La Rosa, Javier ; Fourrier, Clémentine ; Manjavacas, Enrique …
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2022
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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2022
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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2020
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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2021
Conference paper (published)
Towards a Foundation for Collaborative Digital Archiving with Local Concert-Giving Organisations
The centenaries of former chapters of the British Music Society (BMS), established in 1918, have prompted their governing bodies to take stock of their histories and build on the cataloguing, documentation and preservation of their archival collections. The InterMusE project aims to support this shared instinct to archive by capturing... -
2020
Conference paper (published)
Developing an Open-Source Corpus of Yoruba Speech
This paper introduces an open-source speech dataset for Yoruba — one of the largest low-resource West African languages spoken by at least 22 million people. Yoruba is one of the official languages of Nigeria, Benin and Togo, and is spoken in other neighboring African countries and beyond. The corpus consists...Gutkin, Alexander ; Demirşahin, Işın ; Kjartansson, Oddur ; Rivera, Clara ; Túbọ̀sún, Kọ́lá
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2020
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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2020
Conference paper (published)
Archiving Interactive Narratives at the British Library
This paper describes the creation of the Interactive Narratives collection in the UK Web Archive, as part of the UK Legal Deposit Libraries Emerging Formats Project. The aim of the project is to identify, collect and preserve complex digital publications that are in scope for collection under UK Non-Print Legal...Clark, Lynda ; Rossi, Giulia Carla ; Wisdom, Stella
Emerging Formats, digital storytelling, new media collection management, Interactive Narratives collection, digital preservation, and web archiving
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