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Issues in Named Entity Recognition on Early Modern English Letters
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Abstract:
Thesis (Master's)--University of Washington, 2019 ; The influx of digitized historical documents into online collections has made the study of these documents much more accessible to researchers and the general public. This data, however, is frequently raw data sometimes obtained through automated methods such as optical character recognition. Without rich metadata, the content of these documents is difficult to search and organize. Tasks commonly undertaken in the field of computational linguistics can aid in this endeavour. These documents often present challenges for modern systems, however, as the text contained in historical documents frequently differs in many ways from the present-day newswire these systems are most often trained on. In this thesis I explore the task of Named Entity Recognition on texts written in Early Modern English. I investigate three methodologies for bootstrapping training data to train a character-based neural net model. The results show substantial improvements upon all baselines, with the best f-measure at 60.31%
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Keyword:
brown cluster; computational linguistics; Computer science; digital humanities; early modern english; History; Linguistics; named entity recognition; neural net
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URL: http://hdl.handle.net/1773/44845
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62 |
Language Variation and Change in Late Médiéval and Early Modem Coventry
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63 |
Two English Translations of Eusebius’ Ecclesiastical Histories: A Lexical Analysis
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Lost in translation, found in transliteration : books, censorship, and the evolution of the Spanish and Portuguese Jews' Congregation of London as a linguistic community, 1663-1810
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BLLDB
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UB Frankfurt Linguistik
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74 |
Calgary Working Papers in Linguistics, Volume 30, Fall 2018 ...
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Unkn Unknown. - : Calgary Working Papers in Linguistics, 2018
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Horace anew: Using the Historical Thesaurus of the Oxford English Dictionary (HTOED) in Historical Stylistics
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The vocabulary of religious conflict in early modern English
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77 |
Representation of Books and Readers in English Renaissance Drama
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Epistemic modals in early Modern English history texts. Analysis of gender variation
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Page: 1 2 3 4 5 6 7 8... 86
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