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1
Using Deep Learning for Emotion Analysis of 18th and 19th Century German Plays
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2
Katharsis – A Tool for Computational Drametrics ...
Schmidt, Thomas; Burghardt, Manuel; Dennerlein, Katrin. - : Universität Regensburg, 2019
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3
Katharsis – A Tool for Computational Drametrics
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4
Sentiment Annotation for Lessing’s Plays: Towards a Language Resource for Sentiment Analysis on German Literary Texts
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5
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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6
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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7
An Evaluation of Lexicon-based Sentiment Analysis Techniques for the Plays of Gotthold Ephraim Lessing
Abstract: We present results from a project on sentiment analysis of drama texts, more concretely the plays of Gotthold Ephraim Lessing. We conducted an annotation study to create a gold standard for a systematic evaluation. The gold standard consists of 200 speeches of Lessing’s plays and was manually annotated with sentiment information by five annotators. We use the gold standard data to evaluate the performance of different German sentiment lexicons and processing configurations like lemmatization, the extension of lexicons with historical linguistic variants, and stop words elimination, to explore the influence of these parameters and to find best practices for our domain of application. The best performing configuration accomplishes an accuracy of 70%. We discuss the problems and challenges for sentiment analysis in this area and describe our next steps toward further research.
Keyword: 004 Informatik; 400 Sprachwissenschaft; 430 Deutsch; 830 Deutsche Literatur; ddc:004; ddc:400; ddc:430; ddc:830; Linguistik
URL: https://epub.uni-regensburg.de/37468/7/Latech-Workshop-Contribution_final.pdf
https://epub.uni-regensburg.de/37468/1/Latech-Workshop-Contribution_mb_v2.pdf
https://epub.uni-regensburg.de/37468/
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8
An Evaluation of Lexicon-based Sentiment Analysis Techniques for the Plays of Gotthold Ephraim Lessing
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9
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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10
„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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11
Herausforderungen für Sentiment Analysis-Verfahren bei literarischen Texten
Schmidt, Thomas; Burghardt, Manuel; Wolff, Christian. - : Gesellschaft für Informatik e.V., 2018
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12
Toward a Tool for Sentiment Analysis for German Historic Plays
Schmidt, Thomas; Burghardt, Manuel. - : Laboratoire laussannois d'informatique et statistique textuelle, 2018
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13
Katharsis – Ein Werkzeug für die quantitative Dramenanalyse ...
Burghardt, Manuel; Dennerlein, Katrin; Schmidt, Thomas. - : Universität Regensburg, 2016
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14
Katharsis – Ein Werkzeug für die quantitative Dramenanalyse
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