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Titlebook: Computational Linguistics and IntelligentText Processing; 20th International C Alexander Gelbukh Conference proceedings 2023 Springer Natur

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Wirbelinduzierte Geschwindigkeitsfelder, Phrase Author Interaction Topic-Viewpoint model. The evaluation is based on the informativeness, the relevance and the clustering accuracy of extracted reasons. The pipeline approach shows a significant improvement over state-of-the-art methods in contrastive summarization on online debate datasets.
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Exploiting Metonymy from Available Knowledge Resourcesmetonymy from existing lexical knowledge resources. In particular, we analyse how metomynic relations are implicitly encoded in WordNet and SUMO. By using an existing automated reasoning framework to test the new modelling acquired from WordNet and SUMO, we propose a practical way to deal with figurative expressions.
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Char-RNN and Active Learning for Hashtag Segmentationtive learning strategy limits the training dataset and selects informative training subset. The approach does not require any language-specific settings and is compared for two languages, which differ in inflection degree.
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Stromfadentheorie reibungsfreier Fluide,asures to randomized data and analyze the effect of voxel selection methods. Our experimental framework is publicly available to make modelling decisions more transparent and support reproducibility for future comparisons.
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,Potentialströmung inkompressibler Fluide,n drug non-compliance information. Exploitation of information retrieval methods permits to detect non-compliance messages with up to 0.529 F-measure, compared to 0.824 F-measure reached with supervized machine learning methods. For some fine-grained categories and on new data, it shows up to 0.70 Precision.
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,Numerische Strömungsberechnung,to the semantics expressed by the dimensions of the learned vector representation. Candidate keyphrases only consist of words that are detected as outliers of this dominant distribution. Empirical results show that our approach outperforms state-of-the-art and recent unsupervised keyphrase extraction methods.
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