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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 Page: 1 2 3 Hits 1 – 20 of 46 1 THEaiTRobot 1.0 Rosa, Rudolf; Dušek, Ondřej; Kocmi, Tom. - : Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL), 2021. : The Švanda Theatre in Smíchov, 2021. : The Academy of Performing Arts in Prague, Theatre Faculty (DAMU), 2021 BASE Show details 2 Universal Dependencies 2.9 Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2021 BASE Show details 3 FAUST cs-en 0.5 Hajič, Jan; Mareček, David; Fučíková, Eva. - : Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL), 2021 BASE Show details 4 Universal Dependencies 2.8.1 Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2021 BASE Show details 5 Prague Dependency Treebank - Consolidated 1.0 (PDT-C 1.0) Hajič, Jan; Bejček, Eduard; Bémová, Alevtina. - : Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL), 2021 BASE Show details 6 Prague Dependency Treebank of Spoken Czech 2.0 (PDTSC 2.0) Mikulová, Marie; Bémová, Alevtina; Hajič, Jan. - : Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL), 2021 BASE Show details 7 FAUST 0.5 Hajič, Jan; Mareček, David; Fučíková, Eva. - : Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL), 2021 BASE Show details 8 Universal Dependencies 2.8 Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2021 BASE Show details 9 Examining Cross-lingual Contextual Embeddings with Orthogonal Structural Probes ... Limisiewicz, Tomasz; Mareček, David. - : arXiv, 2021 BASE Show details 10 Examining Cross-lingual Contextual Embeddings with Orthogonal Structural Probes ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Limisiewicz, Tomasz; Mareček, David. - : Underline Science Inc., 2021 Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.376/ Abstract: State-of-the-art contextual embeddings are obtained from large language models available only for a few languages. For others, we need to learn representations using a multilingual model. There is an ongoing debate on whether multilingual embeddings can be aligned in a space shared across many languages. The novel Orthogonal Structural Probe (Limisiewicz and Mareček, 2021) allows us to answer this question for specific linguistic features and learn a projection based only on mono-lingual annotated datasets. We evaluate syntactic (UD) and lexical (WordNet) structural information encoded inmBERT's contextual representations for nine diverse languages. We observe that for languages closely related to English, no transformation is needed. The evaluated information is encoded in a shared cross-lingual embedding space. For other languages, it is beneficial to apply orthogonal transformation learned separately for each language. We ... Keyword: Computational Linguistics; Language Models; Machine Learning; Machine Learning and Data Mining; Natural Language Processing URL: https://underline.io/lecture/37732-examining-cross-lingual-contextual-embeddings-with-orthogonal-structural-probes https://dx.doi.org/10.48448/6ks5-gs79 BASE Hide details 11 Introducing Orthogonal Constraint in Structural Probes ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Limisiewicz, Tomasz; Mareček, David. - : Underline Science Inc., 2021 BASE Show details 12 Universal Dependencies 2.7 Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2020 BASE Show details 13 Universal Dependencies 2.6 Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2020 BASE Show details 14 Syntax Representation in Word Embeddings and Neural Networks -- A Survey ... Limisiewicz, Tomasz; Mareček, David. - : arXiv, 2020 BASE Show details 15 Measuring Memorization Effect in Word-Level Neural Networks Probing ... Rosa, Rudolf; Musil, Tomáš; Mareček, David. - : arXiv, 2020 BASE Show details 16 Introducing Orthogonal Constraint in Structural Probes ... Limisiewicz, Tomasz; Mareček, David. - : arXiv, 2020 BASE Show details 17 Universal Dependencies 2.5 Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2019 BASE Show details 18 Universal Dependencies 2.4 Nivre, Joakim; Abrams, Mitchell; Agić, Željko. - : Universal Dependencies Consortium, 2019 BASE Show details 19 Derivational Morphological Relations in Word Embeddings ... Musil, Tomáš; Vidra, Jonáš; Mareček, David. - : arXiv, 2019 BASE Show details 20 Universal Dependencies 2.2 Nivre, Joakim; Abrams, Mitchell; Agić, Željko... In: https://hal.archives-ouvertes.fr/hal-01930733 ; 2018 (2018) BASE Show details Page: 1 2 3

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