Publication: A New Dataset and Efficient Baselines for Document-level Text Simplification in German
A New Dataset and Efficient Baselines for Document-level Text Simplification in German
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Rios, A., Spring, N., Kew, T., Kostrzewa, M., Säuberli, A., Müller, M., & Ebling, S. (2021). A New Dataset and Efficient Baselines for Document-level Text Simplification in German. 152–161. https://aclanthology.org/2021.newsum-1.16
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The task of document-level text simplification is very similar to summarization with the additional difficulty of reducing complexity. We introduce a newly collected data set of German texts, collected from the Swiss news magazine 20 Minuten (`20 Minutes') that consists of full articles paired with simplified summaries. Furthermore, we present experiments on ATS with the pretrained multilingual mBART and a modified version thereof that is more memory-friendly, using both our new data set and existing simplification corpora. Our modif
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Rios, A., Spring, N., Kew, T., Kostrzewa, M., Säuberli, A., Müller, M., & Ebling, S. (2021). A New Dataset and Efficient Baselines for Document-level Text Simplification in German. 152–161. https://aclanthology.org/2021.newsum-1.16
