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Titlebook: Computational Science – ICCS 2022; 22nd International C Derek Groen,Clélia de Mulatier,Peter M. A. Sloot Conference proceedings 2022 The Ed

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Devulgarization of Polish Texts Using Pre-trained Language Modelseaning of the text. We fine-tune three pre-trained language models on a newly created parallel corpus of vulgar/non-vulgar sentence pairs, then we evaluate style transfer accuracy, content preservation and language quality. To the best of our knowledge, the proposed solution is the first of its kind for Polish.
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Computational Science – ICCS 2022978-3-031-08754-7Series ISSN 0302-9743 Series E-ISSN 1611-3349
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Sustainable Energy Consumption and Societyated into efficient code, since optimized linear algebra libraries and frameworks require expressions in index-free form. To address this problem, we developed ., a tool that automatically converts linear algebra expressions with indices into index-free linear algebra expressions that we map efficiently to NumPy and Eigen code.
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Experimental Demand Scheduler Validation,We developed and validated a language-agnostic method for sentiment analysis. Cross-language experiments carried out on the new MultiEmo dataset with texts in 11 languages proved that LaBSE embeddings with an additional attention layer implemented in the BiLSTM architecture outperformed other methods in most cases.
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https://doi.org/10.1007/978-3-031-08754-7artificial intelligence; classification methods; computer networks; computer systems; computer vision; co
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978-3-031-08753-0The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
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