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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 – 16 of 16 1 Evaluating neural network explanation methods using hybrid documents and morphosyntactic agreement Miyao, Yusuke; Poerner, Nina; Roth, Benjamin. - : Ludwig-Maximilians-Universität München, 2018 BASE Show details 2 Multi-Multi-View Learning: Multilingual and Multi-Representation Entity Typing Yaghoobzadeh, Yadollah; Schütze, Hinrich; Riloff, Ellen. - : Ludwig-Maximilians-Universität München, 2018 BASE Show details 3 Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms Schütze, Hinrich; Yin, Wenpeng In: Transactions of the Association for Computational Linguistics (2018) BASE Show details 4 A Stronger Baseline for Multilingual Word Embeddings Dufter, Philipp; Schütze, Hinrich. - 2018 BASE Show details 5 Embedding Learning Through Multilingual Concept Induction Fraser, Alexander; Zhao, Mengjie; Dufter, Philipp. - : Ludwig-Maximilians-Universität München, 2018 BASE Show details 6 Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs Isabelle, Pierre; Bender, Emily M.; Schütze, Hinrich. - : Ludwig-Maximilians-Universität München, 2018 BASE Show details 7 Embedding Learning Through Multilingual Concept Induction ... Dufter, Philipp; Zhao, Mengjie; Schmitt, Martin. - : arXiv, 2018 BASE Show details 8 Neural Semi-Markov Conditional Random Fields for Robust Character-Based Part-of-Speech Tagging ... Kemos, Apostolos; Adel, Heike; Schütze, Hinrich. - : arXiv, 2018 BASE Show details 9 Fortification of Neural Morphological Segmentation Models for Polysynthetic Minimal-Resource Languages ... Kann, Katharina; Mager, Manuel; Meza-Ruiz, Ivan. - : arXiv, 2018 BASE Show details 10 Multilingual Embeddings Jointly Induced from Contexts and Concepts: Simple, Strong and Scalable ... Dufter, Philipp; Zhao, Mengjie; Schütze, Hinrich. - : arXiv, 2018 BASE Show details 11 Multi-Multi-View Learning: Multilingual and Multi-Representation Entity Typing ... Yaghoobzadeh, Yadollah; Schütze, Hinrich. - : arXiv, 2018 BASE Show details 12 A Stronger Baseline for Multilingual Word Embeddings ... Dufter, Philipp; Schütze, Hinrich. - : Universitätsbibliothek der Ludwig-Maximilians-Universität München, 2018 Abstract: Levy, Søgaard and Goldberg’s (2017) S-ID (sentence ID) method applies word2vec on tuples containing a sentence ID and a word from the sentence. It has been shown to be a strong baseline for learning multilingual embeddings. Inspired by recent work on concept based embedding learning we propose SC-ID, an extension to S-ID: given a sentence aligned corpus, we use sampling to extract concepts that are then processed in the same manner as S-IDs. We perform experiments on the Parallel Bible Corpus across 1000+ languages and show that SC-ID yields up to 6% performance increase in a word translation task. In ad- dition, we provide evidence that SC-ID is easily and widely applicable by reporting competitive results across 8 tasks on a EuroParl based corpus. ... Keyword: 000; 004; 400; 410 URL: https://epub.ub.uni-muenchen.de/id/eprint/61864 https://dx.doi.org/10.5282/ubm/epub.61864 BASE Hide details 13 Multi-Multi-View Learning: Multilingual and Multi-Representation Entity Typing ... Yaghoobzadeh, Yadollah; Schütze, Hinrich. - : Universitätsbibliothek der Ludwig-Maximilians-Universität München, 2018 BASE Show details 14 Embedding Learning Through Multilingual Concept Induction ... Dufter, Philipp; Zhao, Mengjie; Schmitt, Martin. - : Universitätsbibliothek der Ludwig-Maximilians-Universität München, 2018 BASE Show details 15 Replicated Siamese LSTM in Ticketing System for Similarity Learning and Retrieval in Asymmetric Texts ... Gupta, Pankaj; Andrassy, Bernt; Schütze, Hinrich. - : arXiv, 2018 BASE Show details 16 Joint Bootstrapping Machines for High Confidence Relation Extraction ... Gupta, Pankaj; Roth, Benjamin; Schütze, Hinrich. - : arXiv, 2018 BASE Show details

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