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Algorithmic advancements in Computational Historical Linguistics ...
Wahle, Johannes. - : Universität Tübingen, 2021
Abstract: Computergestützte Methoden in der historischen Linguistik haben in den letzten Jahren einen großen Aufschwung erlebt. Die wachsende Verfügbarkeit maschinenlesbarer Daten förderten diese Entwicklung ebenso wie die zunehmende Leistungsfähigkeit von Computern. Die in dieser Forschung verwendeten Berechnungsmethoden stammen aus verschiedenen wissenschaftlichen Disziplinen, wobei Methoden aus der Bioinformatik sicherlich die Initialzündung gaben. Diese Arbeit, die sich von Fortschritten in angrenzenden Gebieten inspirieren lässt, zielt darauf ab, die bestehenden Berechnungsmethoden in verschiedenen Bereichen der computergestützten historischen Linguistik zu verbessern. Mit Hilfe von Fortschritten aus der Forschung aus dem maschinellen Lernen und der Computerlinguistik wird hier eine neue Trainingsmethode für Algorithmen zur Kognatenerkennung vorgestellt. Diese Methode erreicht an vielen Stellen die besten Ergebnisse im Bereich der Kognatenerkennung. Außerdem kann das neue Trainingsschema die Rechenzeit erheblich ... : The use of computational methods in historical linguistics has seen a large boost in recent years. An increasing availability of machine readable data and the growing power of computers fostered this development. While the computational methods which are used in this research stem from different scientific disciplines, a lot of tools from computational biology have found their way into this research. Drawing inspiration from advancements in related fields, this thesis aims at improving existing computational methods in different disciplines of computational historical linguistics. Using advancements from machine learning and natural language processing research, I present an updated training regime for cognate detection algorithms. Besides achieving state of the art performance in a cognate clustering task, the updated training scheme considerably improved computation time. Following up on these results, I develop a novel combination of tools from bioinformatics and historical linguistics is developed. By ...
Keyword: 004; 400; Historische Sprachwissenschaft , Hidden-Markov-Modell , Bayes-Inferenz , Markov-Ketten-Monte-Carlo-Verfahren
URL: https://publikationen.uni-tuebingen.de/xmlui/handle/10900/118701
https://dx.doi.org/10.15496/publikation-60075
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2
Algorithmic advancements in Computational Historical Linguistics
Wahle, Johannes. - : Universität Tübingen, 2021
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3
Analyse acoustique de la parole
Martin, Philippe. - London : Iste Editions, 2020
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UB Frankfurt Linguistik
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4
Sprachanalyse : does forensic phonetics reveal the criminal? = Voice analysis
Braun, Stefan K.. - Frankfurt am Main : neowiss - Europäischer Wissenschaftsverlag; MCDP International UG, 2020
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Institut für Empirische Sprachwissenschaft
UB Frankfurt Linguistik
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5
The greater poland spoken corpus : data collection, structure and application
In: Approaches to the study of sound structure and speech. - New York : Routledge (2020), 198-212
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6
PISA reading. Mode effects unveiled in short text responses ...
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7
Developmental trajectories of phonological information processing in upper elementary students with reading or spelling disabilities
In: Reading research quarterly 56 (2021) 1, S. 143-171 (2020)
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8
Developmental trajectories of phonological information processing in upper elementary students with reading or spelling disabilities ...
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9
Schlussbericht des Verbund-Projekts ZHistLex ("eHumanities-Zentrum für Historische Lexikographie") ...
Burch, Thomas; Gloning, Thomas; Harm, Volker. - : [Justus-Liebig-Universität Gießen], 2020
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10
Audio-Podcasts zur Untersuchung mathematischer Begriffsbildungsprozesse im bilingualen Kontext ...
Klose, Rebecca. - : kopaed, 2019
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11
Audio-Podcasts zur Untersuchung mathematischer Begriffsbildungsprozesse im bilingualen Kontext
In: Knaus, Thomas [Hrsg.]: kopaed 2019, S. 1029-1058. - (Forschungswerkstatt Medienpädagogik; 3) (2019)
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12
Unattended consequences. How text responses alter alongside PISA's mode change from 2012 to 2015
In: Education Inquiry 10 (2019) 1, S. 34-55 (2019)
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13
Differences in counting skills between Chinese and German children are accompanied by differences in processing of approximate numerical magnitude information
In: Frontiers in psychology 9 (2019), 8 S. (2019)
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14
How models of canonical microcircuits implement cognitive functions
Kunze, Tim. - 2019
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15
Thought-based linguistics : how languages turn thoughts into sounds
Chafe, Wallace L.. - Cambridge, United Kingdom : Cambridge University Press, 2018
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UB Frankfurt Linguistik
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16
Discovering speech reductions across speaking styles and languages
In: Rethinking reduction. - Berlin : De Gruyter Mouton (2018), 101-128
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17
Development of working memory from grade 3 to 5. Differences between children with and without mathematical learning difficulties
In: International journal of disability, development and education 65 (2018) 5, S. 509-525 (2018)
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18
Development of working memory from grade 3 to 5. Differences between children with and without mathematical learning difficulties ...
Klesczewski, Julia; Brandenburg, Janin; Fischbach, Anne. - : Routledge, Taylor & Francis Group, 2018
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19
The translator's perspective on translation quality control processes for international large-scale assessment studies
In: Translation & Interpreting 10 (2018) 2, S. 55-72 (2018)
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20
A critical introduction to phonology : functional and usage-based perspectives
Silverman, Daniel Doron. - London : Bloomsbury Academic, 2017
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UB Frankfurt Linguistik
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