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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 3 4 5 6 Hits 1 – 20 of 103 1 Evaluation computergestützter Verfahren der Emotionsklassifikation für deutschsprachige Dramen um 1800 ... Schmidt, Thomas; Dennerlein, Katrin; Wolff, Christian. - : Zenodo, 2022 BASE Show details 2 Evaluation computergestützter Verfahren der Emotionsklassifikation für deutschsprachige Dramen um 1800 ... Schmidt, Thomas; Dennerlein, Katrin; Wolff, Christian. - : Zenodo, 2022 BASE Show details 3 Towards a Corpus of Historical German Plays with Emotion Annotations ... Schmidt, Thomas; Dennerlein, Katrin; Wolff, Christian. - : Universität Regensburg, 2021 BASE Show details 4 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 BASE Show details 5 Emotion Classification in German Plays with Transformer-based Language Models Pretrained on Historical and Contemporary Language ... Schmidt, Thomas; Dennerlein, Katrin; Wolff, Christian. - : Universität Regensburg, 2021 Abstract: We present results of a project on emotion classification on historical German plays of Enlightenment, Storm and Stress, and German Classicism. We have developed a hierarchical annotation scheme consisting of 13 sub-emotions like suffering, love and joy that sum up to 6 main and 2 polarity classes (positive/negative). We have conducted textual annotations on 11 German plays and have acquired over 13,000 emotion annotations by two annotators per play. We have evaluated multiple traditional machine learning approaches as well as transformer-based models pretrained on historical and contemporary language for a single-label text sequence emotion classification for the different emotion categories. The evaluation is carried out on three different instances of the corpus: (1) taking all annotations, (2) filtering overlapping annotations by annotators, (3) applying a heuristic for speech-based analysis. Best results are achieved on the filtered corpus with the best models being large transformer-based models ... : Proceedings of the 5th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature ... Keyword: 004 Informatik URL: https://epub.uni-regensburg.de/id/eprint/51576 https://dx.doi.org/10.5283/epub.51576 BASE Hide details 6 Korpuslinguistik in der Rechtswissenschaft. Eine webbasierte Analyseplattform für EuGH-Entscheidungen ... Mielke, Bettina; Wolff, Christian. - : Universität Regensburg, 2021 BASE Show details 7 Exploring Multimodal Sentiment Analysis in Plays: A Case Study for a Theater Recording of Emilia Galotti ... Schmidt, Thomas; Wolff, Christian. - : Universität Regensburg, 2021 BASE Show details 8 SentText: A Tool for Lexicon-based Sentiment Analysis in Digital Humanities ... Schmidt, Thomas; Dangel, Johanna; Wolff, Christian. - : Universität Regensburg, 2021 BASE Show details 9 Lexicon-based Sentiment Analysis in German: Systematic Evaluation of Resources and Preprocessing Techniques ... Fehle, Jakob; Schmidt, Thomas; Wolff, Christian. - : Universität Regensburg, 2021 BASE Show details 10 SentText: A Tool for Lexicon-Based Sentiment Analysis in Digital Humanities ... Schmidt, Thomas; Dangel, Johanna; Wolff, Christian. - : Hochschulverband Informationswissenschaft,Universität Regensburg, 2021 BASE Show details 11 Using Deep Learning for Emotion Analysis of 18th and 19th Century German Plays ... Schmidt, Thomas; Dennerlein, Katrin; Wolff, Christian. - : Melusina Press, 2021 BASE Show details 12 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. - 2021 BASE Show details 13 SentText: A Tool for Lexicon-based Sentiment Analysis in Digital Humanities Schmidt, Thomas; Dangel, Johanna; Wolff, Christian. - : Werner Hülsbusch, 2021 BASE Show details 14 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 BASE Show details 15 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 BASE Show details 16 Using Deep Learning for Emotion Analysis of 18th and 19th Century German Plays Dennerlein, Katrin; Wolff, Christian; Schmidt, Thomas. - : Melusina Press, 2021 BASE Show details 17 Lexicon-based Sentiment Analysis in German: Systematic Evaluation of Resources and Preprocessing Techniques Schmidt, Thomas; Wolff, Christian; Fehle, Jakob. - : KONVENS 2021 Organizers, 2021 BASE Show details 18 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 BASE Show details 19 Towards a Corpus of Historical German Plays with Emotion Annotations Schmidt, Thomas; Dennerlein, Katrin; Wolff, Christian. - : Schloss Dagstuhl — Leibniz-Zentrum für Informatik, 2021 BASE Show details 20 Distant Reading of Religious Online Communities: A Case Study for Three Religious Forums on Reddit ... Schmidt, Thomas; Kaindl, Florian; Wolff, Christian. - : Universität Regensburg, 2020 BASE Show details Page: 1 2 3 4 5 6

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