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21
Towards the Analysis of Fan Fictions in German Language: Exploration of a Corpus from the Platform Archive of Our Own
Abstract: We report upon a digital humanities project on the acquisition and analysis of a corpus of German online writings. We have implemented a scraper to gather the German language material as well as corresponding metadata of the popular online writing platform Archive of Our Own (AO3), which is a platform primarily focused on the text sort of fan fictions. The corpus consists of 9,640 writings resulting in over 39 million tokens and 3.6 million sentences. The texts have varying lengths with a median of around 2,500 tokens per story. We present results on the analysis of metadata and general text statistics like the most frequent words. While we can support previous findings of literary and media studies like the dominance of male-male romantic and erotic narratives, we can also identify attributes that are very specific and unique to German culture as well as differences to results of research for English online writings. We will outline in our future work how we plan to further increase and analyze the corpus to support research in digital humanities as well as German literary and fan studies. (PDF) Towards the Analysis of Fan Fictions in German Language: Exploration of a Corpus from the Platform Archive of Our Own.
Keyword: 004 Informatik; 400 Sprachwissenschaft; 420 Englisch; 800 Literatur; 830 Deutsche Literatur; ddc:004; ddc:400; ddc:420; ddc:800; ddc:830; Linguistik; Literaturwissenschaft; Rhetorik
URL: https://www.researchgate.net/publication/355228481_Towards_the_Analysis_of_Fan_Fictions_in_German_Language_Exploration_of_a_Corpus_from_the_Platform_Archive_of_Our_Own
https://epub.uni-regensburg.de/50829/1/Schmidt_EADH2021_FanFictions.pdf
https://epub.uni-regensburg.de/50829/
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22
Exploring Multimodal Sentiment Analysis in Plays: A Case Study for a Theater Recording of Emilia Galotti
Schmidt, Thomas; Wolff, Christian. - : CEUR Workshop Proceedings (CEUR-WS.org), 2021
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23
Exploring Online Depression Forums via Text Mining: A Comparison of Reddit and a Curated Online Forum
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24
Entwicklung und Evaluation eines Tools zur lexikonbasierten Sentiment Analysis für die Digital Humanities
Dangel, Johanna. - 2021
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25
Comparing Live Sentiment Annotation of Movies via Arduino and a Slider with Textual Annotation of Subtitles
Schmidt, Thomas; Engl, Isabella; Halbhuber, David. - : CEUR Workshop Proceedings, 2021
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26
Using Deep Learning for Emotion Analysis of 18th and 19th Century German Plays
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27
Lexicon-based Sentiment Analysis in German: Systematic Evaluation of Resources and Preprocessing Techniques
Schmidt, Thomas; Wolff, Christian; Fehle, Jakob. - : KONVENS 2021 Organizers, 2021
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28
Emotion Classification in German Plays with Transformer-based Language Models Pretrained on Historical and Contemporary Language
Schmidt, Thomas; Dennerlein, Katrin; Wolff, Christian. - : Association for Computational Linguistics, 2021
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29
Towards a Corpus of Historical German Plays with Emotion Annotations
Schmidt, Thomas; Dennerlein, Katrin; Wolff, Christian. - : Schloss Dagstuhl — Leibniz-Zentrum für Informatik, 2021
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30
Language representations for computational argumentation
Lauscher, Anne. - 2021
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31
Is supervised syntactic parsing beneficial for language understanding tasks? An empirical investigation
Glavaš, Goran; Vulić, Ivan. - : Association for Computational Linguistics, 2021
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32
Evaluating multilingual text encoders for unsupervised cross-lingual retrieval
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33
Come hither or go away? Recognising pre-electoral coalition signals in the news
Rehbein, Ines; Ponzetto, Simone Paolo; Adendorf, Anna. - : Association for Computational Linguistics, 2021
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34
FANG-COVID: A new large-scale benchmark dataset for fake news detection in German
Mattern, Justus; Qiao, Yu; Kerz, Elma. - : Association for Computational Linguistics (ACL), 2021
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35
Training and domain adaptation for supervised text segmentation
Glavaš, Goran; Ganesh, Ananya; Somasundaran, Swapna. - : Association for Computational Linguistics, 2021
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36
Matching with transformers in MELT
Hertling, Sven; Portisch, Jan; Paulheim, Heiko. - : RWTH Aachen, 2021
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37
Accessible digital documentary heritage : guidelines for the preparation of documentary heritage in accessible formats for persons with disabilities ...
Darvishy, Alireza; Manning, Juliet. - : UNESCO, 2020
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38
Konzepte und Guidelines für Applikationen in Cinematic Virtual Reality
Rothe, Sylvia. - : Ludwig-Maximilians-Universität München, 2020
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39
Optimised preprocessing for automatic mouth gesture classification ...
Brumm, Maren; Grigat, Rolf-Rainer. - : European Language Resources Association (ELRA), 2020
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40
New perspectives on digitalization: Local issues and global impact ...
Unkn Unknown. - : Universitätsbibliothek Siegen, 2020
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