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This paper deals with the task of practical and open source Handwritten Text Recognition (HTR) on German medieval manuscripts. We report on our efforts to construct mixed recognition models which can be applied out-of-the-box without any…

计算机视觉与模式识别 · 计算机科学 2022-01-20 Christian Reul , Stefan Tomasek , Florian Langhanki , Uwe Springmann

This article focuses on the transcription of medieval manuscripts. Whereas problems of transcription have long interested medievalists, few workable options in the era of printed editions were available besides normalisation. The automation…

数字图书馆 · 计算机科学 2024-08-07 Estelle Guéville , David Joseph Wrisley

At a time when the quantity of - more or less freely - available data is increasing significantly, thanks to digital corpora, editions or libraries, the development of data mining tools or deep learning methods allows researchers to build a…

计算机视觉与模式识别 · 计算机科学 2019-04-29 Jean-Baptiste Camps , Gilles Guilhem Couffignal

The record of the beginning of the most widespread legal system in the world is contained in millions of pages of handwritten text. Most of the records of the first centuries of the Anglo-American legal system are hand-written in a highly…

计算机视觉与模式识别 · 计算机科学 2026-05-05 Michael Zhang , Elise Wang , Charlotte Whatley , Seth Strickland , Dylan Bannon

The Bavarian Academy of Sciences and Humanities aims to digitize its Medieval Latin Dictionary. This dictionary entails record cards referring to lemmas in medieval Latin, a low-resource language. A crucial step of the digitization process…

Historical Document Processing is the process of digitizing written material from the past for future use by historians and other scholars. It incorporates algorithms and software tools from various subfields of computer science, including…

计算机视觉与模式识别 · 计算机科学 2020-09-14 James P. Philips , Nasseh Tabrizi

Archaeologists, as well as specialists and practitioners in cultural heritage, require applications with additional functions, such as the annotation and attachment of metadata to specific regions of the 3D digital artifacts, to go beyond…

The plethora of digitalised historical document datasets released in recent years has rekindled interest in advancing the field of handwriting pattern recognition. In the same vein, a recently published data set, known as ARDIS, presents…

计算机视觉与模式识别 · 计算机科学 2022-07-14 Mengqiao Zhao , Andre G. Hochuli , Abbas Cheddad

The digitisation of historical documents has traditionally been conceived as a process limited to character-level transcription, producing flat text that lacks the structural and semantic information necessary for substantive computational…

This article presents a hybrid methodology for building a multilingual corpus designed to support the study of emerging concepts in the humanities and social sciences (HSS), illustrated here through the case of ``non-technological…

计算与语言 · 计算机科学 2025-12-09 Revekka Kyriakoglou , Anna Pappa

We introduce the Elsevier OA CC-BY corpus. This is the first open corpus of Scientific Research papers which has a representative sample from across scientific disciplines. This corpus not only includes the full text of the article, but…

计算与语言 · 计算机科学 2020-09-16 Daniel Kershaw , Rob Koeling

Cross-lingual information retrieval (CLIR) helps users find documents in languages different from their queries. This is especially important in academic search, where key research is often published in non-English languages. We present…

信息检索 · 计算机科学 2025-11-20 Francisco Valentini , Diego Kozlowski , Vincent Larivière

Handwritten text recognition and optical character recognition solutions show excellent results with processing data of modern era, but efficiency drops with Latin documents of medieval times. This paper presents a deep learning method to…

计算机视觉与模式识别 · 计算机科学 2025-12-23 Maksym Voloshchuk , Bohdana Zarembovska , Mykola Kozlenko

This article presents and validates an ideal, four-stage workflow for the high-accuracy transcription and analysis of challenging medieval legal documents. The process begins with a specialized Handwritten Text Recognition (HTR) model,…

数字图书馆 · 计算机科学 2025-07-08 Joshua D. Isom

Although abbreviations are fairly common in handwritten sources, particularly in medieval and modern Western manuscripts, previous research dealing with computational approaches to their expansion is scarce. Yet abbreviations present…

计算与语言 · 计算机科学 2021-07-09 Jean-Baptiste Camps , Chahan Vidal-Gorène , Marguerite Vernet

Witnesses of medieval literary texts, preserved in manuscript, are layered objects , being almost exclusively copies of copies. This results in multiple and hard to distinguish linguistic strata -- the author's scripta interacting with the…

计算与语言 · 计算机科学 2018-02-06 Jean-Baptiste Camps

While annotated corpora are crucial in the field of natural language processing (NLP), those containing copyrighted material are difficult to exchange among researchers. Yet, such corpora are necessary to fully represent the diversity of…

计算与语言 · 计算机科学 2026-04-28 Arthur Amalvy , Vincent Labatut , Xavier Bost , Hen-Hsen Huang

Although pre-trained named entity recognition (NER) models are highly accurate on modern corpora, they underperform on historical texts due to differences in language OCR errors. In this work, we develop a new NER corpus of 3.6M sentences…

计算与语言 · 计算机科学 2023-06-08 Vít Novotný , Kristýna Luger , Michal Štefánik , Tereza Vrabcová , Aleš Horák

We present the first French partition of the OLDI Seed Corpus, our submission to the WMT 2025 Open Language Data Initiative (OLDI) shared task. We detail its creation process, which involved using multiple machine translation systems and a…

计算与语言 · 计算机科学 2025-08-05 Malik Marmonier , Benoît Sagot , Rachel Bawden

Many empirical software engineering studies show that there is a great need for repositories where source code is acquired, filtered and classified. During the last few years, Ethereum block explorer services have emerged as a popular…

软件工程 · 计算机科学 2020-11-04 Giuseppe Antonio Pierro , Roberto Tonelli , Michele Marchesi
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