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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
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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
Abstract: In this paper, we present first work-in-progress annotation results of a project investigating computational methods of emotion analysis for historical German plays around 1800. We report on the development of an annotation scheme focussing on the annotation of emotions that are important from a literary studies perspective for this time span as well as on the annotation process we have developed. We annotate emotions expressed or attributed by characters of the plays in the written texts. The scheme consists of 13 hierarchically structured emotion concepts as well as the source (who experiences or attributes the emotion) and target (who or what is the emotion directed towards). We have conducted the annotation of five example plays of our corpus with two annotators per play and report on annotation distributions and agreement statistics. We were able to collect over 6,500 emotion annotations and identified a fair agreement for most concepts around a κ-value of 0.4. We discuss how we plan to improve annotator consistency and continue our work. The results also have implications for similar projects in the context of Digital Humanities.
Keyword: 004 Informatik; 400 Sprachwissenschaft; 430 Deutsch; 800 Literatur; 830 Deutsche Literatur; ddc:004; ddc:400; ddc:430; ddc:800; ddc:830; Linguistik; Literaturwissenschaft; Rhetorik
URL: https://epub.uni-regensburg.de/50815/
https://epub.uni-regensburg.de/50815/1/OASIcs-LDK-2021-9.pdf
https://drops.dagstuhl.de/opus/volltexte/2021/14545/pdf/OASIcs-LDK-2021-9.pdf
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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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