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Linked Open Tafsir - Rekonstruktion der Entstehungsdynamik(en) des Korans mithilfe der Netzwerkmodellierung früher islamischer Überlieferungen ...
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Linked Open Tafsir - Rekonstruktion der Entstehungsdynamik(en) des Korans mithilfe der Netzwerkmodellierung früher islamischer Überlieferungen ...
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3
Parser bauen für domänenspezifische Notationen ...
Arnold, Eckhart. - : Zenodo, 2022
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Parser bauen für domänenspezifische Notationen ...
Arnold, Eckhart. - : Zenodo, 2022
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5
Which data do elementary school teachers use to determine reading difficulties in their students?
In: Journal of learning disabilities 54 (2021) 5, S. 349-364 (2021)
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Which data do elementary school teachers use to determine reading difficulties in their students? ...
Schmitterer, Alexandra; Brod, Garvin. - : Hammill Inst. on Disabilites, 2021. : Sage Publ., 2021
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Drawing impossible boundaries: field delineation of Social Network Science
In: Scientometrics ; 125 ; 3 ; 2841-2876 (2021)
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8
Researching language, gender and sexuality : a student guide
Sauntson, Helen [Verfasserin]. - London ; New York : Routledge, Taylor & Francis Group, 2020
Leibniz-Zentrum Allgemeine Sprachwissenschaft
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9
Interdisziplinarität : die Mühsal der Verständigung
In: <Titel nicht gefunden> (2020)
UB Frankfurt Linguistik
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Evaluating Unsupervised Representation Learning for Detecting Stances of Fake News
Guderlei, Maike; Aßenmacher, Matthias. - : Ludwig-Maximilians-Universität München, 2020
Abstract: Our goal is to evaluate the usefulness of unsupervised representation learning techniques for detecting stances of Fake News. Therefore we examine several pre-trained language models with respect to their performance on two Fake News related data sets, both consisting of instances with a headline, an associated news article and the stance of the article towards the respective headline. Specifically, the aim is to understand how much hyperparameter tuning is necessary when fine-tuning the pre-trained architectures, how well transfer learning works in this specific case of stance detection and how sensitive the models are to changes in hyperparameters like batch size, learning rate (schedule), sequence length as well as the freezing technique. The results indicate that the computationally more expensive autoregression approach of XLNet (Yanget al., 2019) is outperformed by BERT-based models, notably by RoBERTa (Liu et al., 2019).While the learning rate seems to be the most important hyperparameter, experiments with different freezing techniques indicate that all evaluated architectures had already learned powerful language representations that pose a good starting point for fine-tuning them.
Keyword: ddc:510; Methoden für fehlende Daten; Modellselektion und Modellmittelung; Statistik
URL: https://epub.ub.uni-muenchen.de/75926/
https://epub.ub.uni-muenchen.de/75926/1/2020.coling-main.558.pdf
http://nbn-resolving.de/urn:nbn:de:bvb:19-epub-75926-9
https://doi.org/10.18653/v1/2020.coling-main.558
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11
Tagungsbericht: Workshop: Wie riecht das Frühjahr? Invektive Dynamiken digitaler Bildkommunikation als Herausforderung für die qualitative Sozialforschung
In: Forum Qualitative Sozialforschung / Forum: Qualitative Social Research ; 21 ; 3 ; 19 (2020)
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Social Anomia against the Backdrop of Misinformation/ Disinformation: a Cognitive Approach to the Multivalent Data in Cyberspace
In: Journal of Cyberspace Studies ; 4 ; 1 ; 65-68 (2020)
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Affekt Macht Netz: Auf dem Weg zu einer Sozialtheorie der Digitalen Gesellschaft
In: 22 ; Digitale Gesellschaft ; 358 (2020)
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The impact of linguistic similarity on cross-cultural comparability of students' perceptions of teaching quality ...
Fischer, Jessica; Praetorius, Anna-Katharina; Klieme, Eckhard. - : Springer Science+Business Media, 2019
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The impact of linguistic similarity on cross-cultural comparability of students' perceptions of teaching quality
In: Educational assessment, evaluation and accountability 31 (2019) 2, S. 201-220 (2019)
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Campus Files zum IQB-Ländervergleich 2011
Forschungsdatenzentrum am Institut zur Qualitätsentwicklung. - : Humboldt-Universität zu Berlin, 2019
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AMEND: open source and data-driven oversight of water quality in New England
In: Media and Communication ; 7 ; 3 ; 91-103 ; civic organizations in an age of distrust (2019)
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Sprachlich-kulturelle Herausforderungen bei der qualitativen Inhaltsanalyse musikbiografischer Interviews mit chinesischen und schweizerischen Musikstudierenden
In: Forum Qualitative Sozialforschung / Forum: Qualitative Social Research ; 20 ; 3 ; 12 ; Qualitative Content Analysis I (2019)
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Biographik in den Digital Humanities – Kritische Bestandsaufnahme und quantitative Analysemöglichkeiten am Beispiel des Österreichischen Biographischen Lexikons 1815–1950 ...
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Biographik in den Digital Humanities – Kritische Bestandsaufnahme und quantitative Analysemöglichkeiten am Beispiel des Österreichischen Biographischen Lexikons 1815–1950 ...
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