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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 – 4 of 4 1 Increasing Learning Efficiency of Self-Attention Networks through Direct Position Interactions, Learnable Temperature, and Convoluted Attention Schütze, Hinrich; Dufter, Philipp; Schmitt, Martin. - 2020 BASE Show details 2 Embedding Learning Through Multilingual Concept Induction Fraser, Alexander; Zhao, Mengjie; Dufter, Philipp; Schütze, Hinrich; Schmitt, Martin. - : Ludwig-Maximilians-Universität München, 2018 Abstract: We present a new method for estimating vector space representations of words: embedding learning by concept induction. We test this method on a highly parallel corpus and learn semantic representations of words in 1259 different languages in a single common space. An extensive experimental evaluation on crosslingual word similarity and sentiment analysis indicates that concept-based multilingual embedding learning performs better than previous approaches. Keyword: ddc:000; ddc:004; ddc:400; ddc:410 URL: https://epub.ub.uni-muenchen.de/61841/ https://doi.org/10.5282/ubm/epub.61841 https://epub.ub.uni-muenchen.de/61841/1/P18-1141.pdf http://nbn-resolving.de/urn:nbn:de:bvb:19-epub-61841-5 BASE Hide details 3 Embedding Learning Through Multilingual Concept Induction ... Dufter, Philipp; Zhao, Mengjie; Schmitt, Martin. - : arXiv, 2018 BASE Show details 4 Embedding Learning Through Multilingual Concept Induction ... Dufter, Philipp; Zhao, Mengjie; Schmitt, Martin. - : Universitätsbibliothek der Ludwig-Maximilians-Universität München, 2018 BASE Show details

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