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Towards a Corpus of Historical German Plays with Emotion Annotations ...
Schmidt, Thomas; Dennerlein, Katrin; Wolff, Christian. - : Universität Regensburg, 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 ...
Keyword: 004 Informatik; 400 Sprachwissenschaft, Linguistik; 430 Deutsch; 800 Literatur, Rhetorik, Literaturwissenschaft; 830 Deutsche Literatur; Emotion, Annotation, Digital Humanities, Computational Literary Studies, German Drama, Sentiment Analysis, Emotion Analysis, Corpus
URL: https://dx.doi.org/10.5283/epub.50815
https://epub.uni-regensburg.de/id/eprint/50815
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2
Towards the Analysis of Fan Fictions in German Language: Exploration of a Corpus from the Platform Archive of Our Own ...
Schmidt, Thomas; Grünler, Johanna; Schönwerth, Nicole. - : Universität Regensburg, 2021
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3
Towards the Analysis of Fan Fictions in German Language: Exploration of a Corpus from the Platform Archive of Our Own
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4
Using Deep Learning for Emotion Analysis of 18th and 19th Century German Plays
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5
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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6
Der Einsatz von Distant Reading auf einem Korpus deutschsprachiger Songtexte
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7
Katharsis – A Tool for Computational Drametrics ...
Schmidt, Thomas; Burghardt, Manuel; Dennerlein, Katrin. - : Universität Regensburg, 2019
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8
Distant Reading Sentiments and Emotions in Historic German Plays ...
Schmidt, Thomas. - : Universität Regensburg, 2019
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9
Annotator-Centered Design: Towards a Tool for Sentiment and Emotion Annotation
Schmidt, Thomas; Jakob, Marco; Wolff, Christian. - : Gesellschaft für Informatik e.V., 2019
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10
Distant Reading Sentiments and Emotions in Historic German Plays
Schmidt, Thomas. - 2019
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11
Katharsis – A Tool for Computational Drametrics
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12
Inter-Rater Agreement and Usability: A Comparative Evaluation of Annotation Tools for Sentiment Annotation
Schmidt, Thomas; Winterl, Brigitte; Maul, Milena. - : Gesellschaft für Informatik e.V., 2019
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13
Sentiment Annotation for Lessing’s Plays: Towards a Language Resource for Sentiment Analysis on German Literary Texts
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14
An Evaluation of Lexicon-based Sentiment Analysis Techniques for the Plays of Gotthold Ephraim Lessing ...
Schmidt, Thomas; Burghardt, Manuel. - : Universität Regensburg, 2018
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15
An Evaluation of Lexicon-based Sentiment Analysis Techniques for the Plays of Gotthold Ephraim Lessing ...
Schmidt, Thomas; Burghardt, Manuel. - : Universität Regensburg, 2018
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16
An Evaluation of Lexicon-based Sentiment Analysis Techniques for the Plays of Gotthold Ephraim Lessing
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17
An Evaluation of Lexicon-based Sentiment Analysis Techniques for the Plays of Gotthold Ephraim Lessing
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18
An Evaluation of Lexicon-based Sentiment Analysis Techniques for the Plays of Gotthold Ephraim Lessing
Schmidt, Thomas; Burghardt, Manuel. - : Association for Computational Linguistics, 2018
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19
„Kann man denn auch nicht lachend sehr ernsthaft sein?" – Zum Einsatz von Sentiment Analyse-Verfahren für die quantitative Untersuchung von Lessings Dramen
Schmidt, Thomas; Burghardt, Manuel; Dennerlein, Katrin. - : Universitäts- und Stadtbibliothek Köln, 2018
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20
Herausforderungen für Sentiment Analysis-Verfahren bei literarischen Texten
Schmidt, Thomas; Burghardt, Manuel; Wolff, Christian. - : Gesellschaft für Informatik e.V., 2018
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