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21
Text analysis using colexification networks ... : Textanalyse mit colexification Netzwerken ...
Gander, Armin. - : TU Wien, 2021
Abstract: The phenomenon of colexification describes occurrences in natural language in which two concepts are expressed by the same word in at least one language. We deploy this linguistic principle to construct a theory-driven text analysis method. Compared to many state-of-the-art natural language processing (NLP) models, this method is fully interpretable, allowing precise insights into the structure of the model. Such theory-driven approaches are increasingly in demand since when using other large NLP models it is difficult for developers to understand a models’ dynamics and implications thereof. Furthermore, the proposed method is domain-independent because it is constructed on the language-layer itself as compared to the majority of state-of-the-art methods, which are trained using large corpora of texts.The text analysis method here proposed is based on a word similarity measure built on top of a colexification network, i.e. a network of concepts linked by occurrences of colexification. Inspired by similar ...
Keyword: colexification; computational science; Computergestützte Sprachverarbeitung; Computerwissenschaft; Kolexification; linguistics; Linguistik; Machine Learning; machine learning; nlp; text analysis; text similarity; Textähnlichkeit; Textanalyse; word similarity; Wortähnlichkeit
URL: https://repositum.tuwien.at/handle/20.500.12708/17862
https://dx.doi.org/10.34726/hss.2021.83049
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22
Eine agentenbasierte Architektur für Programmierung mit gesprochener Sprache ...
Weigelt, Sebastian. - : Karlsruher Institut für Technologie (KIT), 2021
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23
Textbrytning av mäklartexter och slutpris : Med BERT, OLS och Elman regressionsnätverk ; Text mining of broker texts and sold price : Using BERT, OLS and Elman regression network
Challita, Johan; Fjellström, Emil. - : KTH, Hälsoinformatik och logistik, 2021
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24
Effekten av textaugmenteringsstrategier på träffsäkerhet, F1-värde och viktat F1-värde ; The effect of text data augmentation strategies on Accuracy, F1-score, and weighted F1-score
Shmas, George; Svedberg, Jonatan. - : KTH, Hälsoinformatik och logistik, 2021
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25
Quantifying Paradigm Shape in Spanish Verbs
LeFevre, Grace. - : The Ohio State University, 2021
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26
Quantification of Mutual Understanding in Task-Based Human-Human Interactions
Reverdy, Justine. - : Trinity College Dublin. School of Computer Science & Statistics. Discipline of Computer Science, 2021
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27
Graph-to-Graph Translations To Augment Abstract Meaning Representation Tense And Aspect
Bakal, Mollie. - 2021
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28
Investigation of the Distributions, Derivation, and Generalizations in Arabic Plural System
Alrashed, Fahad. - 2021
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29
Shallow discourse parsing for German ; Shallow Discourse Parsing für Deutsch
Bourgonje, Peter (Dr.). - 2021
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30
Hy-NLI : a Hybrid system for state-of-the-art Natural Language Inference
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31
Mafia language analysis and detection using Computational Linguistics tools
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32
Eine agentenbasierte Architektur für Programmierung mit gesprochener Sprache
Weigelt, Sebastian. - : KIT-Bibliothek, Karlsruhe, 2021
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33
Modeling phonological interactions using recursive schemes
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34
Algorithmic advancements in computational historical linguistics
Wahle, Johannes. - : Tübingen, 2021
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35
Automatic loanword identification using tree reconciliation
Köllner, Marisa. - : Tübingen Universitätsbibliothek Tübingen, 2021
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36
Multi-Level Modelling for Upstream Text Processing
In: Ruzsics, Tatiana. Multi-Level Modelling for Upstream Text Processing. 2021, University of Zurich, Faculty of Arts. (2021)
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37
Evaluation of Dialogue Systems
In: Deriu, Jan Milan. Evaluation of Dialogue Systems. 2021, University of Zurich, Faculty of Arts. (2021)
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38
Biomedical Text Mining for Etiological Factor Identification in Mental Health Publications
In: Ellendorff, Tilia. Biomedical Text Mining for Etiological Factor Identification in Mental Health Publications. 2021, University of Zurich, Faculty of Arts. (2021)
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39
Robust Neural Machine Translation Systems
In: Müller, Mathias. Robust Neural Machine Translation Systems. 2021, University of Zurich, Faculty of Arts. (2021)
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40
Assembling Syntax: Modeling Constituent Questions in a Grammar Engineering Framework
Zamaraeva, Olga. - 2021
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