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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 Hits 1 – 9 of 9 1 A New Dataset and Efficient Baselines for Document-level Text Simplification in German ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Ebling, Sarah; Kew, Tannon; Kostrzewa, Marek; Müller, Mathias; Rios, Annette; Säuberli, Andreas; Spring, Nicolas. - : Underline Science Inc., 2021 Abstract: 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 modifications of mBART let us train at a lower memory cost without much loss in performance, in fact, the smaller mBART even improves over the standard model in a setting with multiple simplification levels. ... Keyword: Computational Linguistics; Language Models; Machine Learning; Machine Learning and Data Mining; Natural Language Processing; Text Summarization URL: https://underline.io/lecture/39817-a-new-dataset-and-efficient-baselines-for-document-level-text-simplification-in-german https://dx.doi.org/10.48448/jhz0-v728 BASE Hide details 2 Benchmarking Automated Review Response Generation for the Hospitality Domain ... Kew, Tannon; Amsler, Michael; Ebling, Sarah. - : Association for Computational Linguistics, 2020 BASE Show details 3 ASR for Non-standardised Languages with Dialectal Variation: the case of Swiss German ... The 28th International Conference on Computational Linguistics 2020; Kew, Tannon; Nigmatulina, Iuliia. - : Underline Science Inc., 2020 BASE Show details 4 Benchmarking Automated Review Response Generation for the Hospitality Domain ... The 28th International Conference on Computational Linguistics 2020; Kew, Tannon. - : Underline Science Inc., 2020 BASE Show details 5 Benchmarking Automated Review Response Generation for the Hospitality Domain Kew, Tannon; Amsler, Michael; Ebling, Sarah In: Kew, Tannon; Amsler, Michael; Ebling, Sarah (2020). Benchmarking Automated Review Response Generation for the Hospitality Domain. In: Workshop on Natural Language Processing in E-Commerce, Barcelona, Spain, 12 December 2020. Association for Computational Linguistics, 43-52. (2020) BASE Show details 6 Modelling large parallel corpora. The Zurich Parallel Corpus Collection Graën, Johannes [Verfasser]; Kew, Tannon [Verfasser]; Shaitarova, Anastassia [Verfasser]. - Mannheim : Leibniz-Institut für Deutsche Sprache (IDS), Bibliothek, 2019 DNB Subject Category Language Show details 7 Modelling large parallel corpora. The Zurich Parallel Corpus Collection ... Graën, Johannes; Kew, Tannon; Shaitarova, Anastassia. - : Leibniz-Institut für Deutsche Sprache, 2019 BASE Show details 8 Modelling Large Parallel Corpora: The Zurich Parallel Corpus Collection Graën, Johannes; Kew, Tannon; Shaitarova, Anastassia... In: Graën, Johannes; Kew, Tannon; Shaitarova, Anastassia; Volk, Martin (2019). Modelling Large Parallel Corpora: The Zurich Parallel Corpus Collection. In: Challenges in the Management of Large Corpora (CMLC-7), Cardiff, Wales, 22 July 2019 - 22 July 2019. (2019) BASE Show details 9 Modelling large parallel corpora. The Zurich Parallel Corpus Collection [Online resource] Graën, Johannes; Kew, Tannon; Shaitarova, Anastassia. IDS-Repository Show details

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