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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 Hits 1 – 20 of 31 1 Graph Algorithms for Multiparallel Word Alignment Imani, Ayyoob; Sabet, Masoud,; Keremşenel, Lütfi... In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing ; The 2021 Conference on Empirical Methods in Natural Language Processing ; https://hal.archives-ouvertes.fr/hal-03424044 ; The 2021 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics, Nov 2021, Punta Cana, Dominica ; https://2021.emnlp.org/ (2021) BASE Show details 2 Static Embeddings as Efficient Knowledge Bases? ... Dufter, Philipp; Kassner, Nora; Schütze, Hinrich. - : arXiv, 2021 BASE Show details 3 ParCourE: A Parallel Corpus Explorer for a Massively Multilingual Corpus ... Imani, Ayyoob; Sabet, Masoud Jalili; Dufter, Philipp. - : arXiv, 2021 BASE Show details 4 Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models ... Kassner, Nora; Dufter, Philipp; Schütze, Hinrich. - : arXiv, 2021 BASE Show details 5 Wine is Not v i n. -- On the Compatibility of Tokenizations Across Languages ... Maronikolakis, Antonis; Dufter, Philipp; Schütze, Hinrich. - : arXiv, 2021 BASE Show details 6 Graph Algorithms for Multiparallel Word Alignment ... Imani, Ayyoob; Sabet, Masoud Jalili; Şenel, Lütfi Kerem. - : arXiv, 2021 BASE Show details 7 Locating Language-Specific Information in Contextualized Embeddings ... Liang, Sheng; Dufter, Philipp; Schütze, Hinrich. - : arXiv, 2021 Abstract: Multilingual pretrained language models (MPLMs) exhibit multilinguality and are well suited for transfer across languages. Most MPLMs are trained in an unsupervised fashion and the relationship between their objective and multilinguality is unclear. More specifically, the question whether MPLM representations are language-agnostic or they simply interleave well with learned task prediction heads arises. In this work, we locate language-specific information in MPLMs and identify its dimensionality and the layers where this information occurs. We show that language-specific information is scattered across many dimensions, which can be projected into a linear subspace. Our study contributes to a better understanding of MPLM representations, going beyond treating them as unanalyzable blobs of information. ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/2109.08040 https://dx.doi.org/10.48550/arxiv.2109.08040 BASE Hide details 8 Static Embeddings as Efficient Knowledge Bases? ... NAACL 2021 2021; Dufter, Philipp; Kassner, Nora. - : Underline Science Inc., 2021 BASE Show details 9 ParCourE: A Parallel Corpus Explorer for a Massively Multilingual Corpus ... 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; Cysouw, Michael; Dufter, Philipp. - : Underline Science Inc., 2021 BASE Show details 10 SimAlign: High Quality Word Alignments Without Parallel Training Data Using Static and Contextualized Embeddings Jalili Sabet, Masoud; Dufter, Philipp; Yvon, François... In: EMNLP 2020 ; https://hal.archives-ouvertes.fr/hal-03013194 ; EMNLP 2020, Association for Computational Linguistics, Nov 2020, Online, United States. pp.1627 - 1643 (2020) BASE Show details 11 Identifying Necessary Elements for BERT’s Multilinguality Dufter, Philipp; Schütze, Hinrich. - 2020 BASE Show details 12 Identifying Elements Essential for BERT’s Multilinguality Schütze, Hinrich; Dufter, Philipp. - 2020 BASE Show details 13 SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings Sabet, Masoud Jalili; Dufter, Philipp; Schütze, Hinrich In: Findings of ACL: EMNLP 2020 (2020) BASE Show details 14 Monolingual and Multilingual Reduction of Gender Bias in Contextualized Representations Liang, Sheng; Dufter, Philipp; Schütze, Hinrich. - 2020 BASE Show details 15 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 16 SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings ... Sabet, Masoud Jalili; Dufter, Philipp; Yvon, François. - : arXiv, 2020 BASE Show details 17 Identifying Necessary Elements for BERT's Multilinguality ... Dufter, Philipp; Schütze, Hinrich. - : arXiv, 2020 BASE Show details 18 Identifying Elements Essential for BERT’s Multilinguality ... Dufter, Philipp; Schütze, Hinrich. - : Universitätsbibliothek der Ludwig-Maximilians-Universität München, 2020 BASE Show details 19 Identifying Necessary Elements for BERT’s Multilinguality ... Dufter, Philipp; Schütze, Hinrich. - : Universitätsbibliothek der Ludwig-Maximilians-Universität München, 2020 BASE Show details 20 Monolingual and Multilingual Reduction of Gender Bias in Contextualized Representations ... Liang, Sheng; Dufter, Philipp; Schütze, Hinrich. - : Universitätsbibliothek der Ludwig-Maximilians-Universität München, 2020 BASE Show details Page: 1 2

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