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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 21 1 Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Mining ... Kvapilıkova, Ivana; Artetxe, Mikel; Labaka, Gorka. - : arXiv, 2021 BASE Show details 2 Beyond Offline Mapping: Learning Cross-lingual Word Embeddings through Context Anchoring ... 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; Agirre, Eneko; Artetxe, Mikel. - : Underline Science Inc., 2021 BASE Show details 3 Label Verbalization and Entailment for Effective Zero and Few-Shot Relation Extraction ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Agirre, Eneko; Barrena, Ander. - : Underline Science Inc., 2021 BASE Show details 4 A Call for More Rigor in Unsupervised Cross-lingual Learning ... Artetxe, Mikel; Ruder, Sebastian; Yogatama, Dani; Labaka, Gorka; Agirre, Eneko. - : arXiv, 2020 Abstract: We review motivations, definition, approaches, and methodology for unsupervised cross-lingual learning and call for a more rigorous position in each of them. An existing rationale for such research is based on the lack of parallel data for many of the world's languages. However, we argue that a scenario without any parallel data and abundant monolingual data is unrealistic in practice. We also discuss different training signals that have been used in previous work, which depart from the pure unsupervised setting. We then describe common methodological issues in tuning and evaluation of unsupervised cross-lingual models and present best practices. Finally, we provide a unified outlook for different types of research in this area (i.e., cross-lingual word embeddings, deep multilingual pretraining, and unsupervised machine translation) and argue for comparable evaluation of these models. ... : ACL 2020 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG; Machine Learning stat.ML URL: https://dx.doi.org/10.48550/arxiv.2004.14958 https://arxiv.org/abs/2004.14958 BASE Hide details 5 Konbitzul ... Uxoa Iñurrieta; Aduriz, Itziar; Ilarraza, Arantza Díaz De. - : Zenodo, 2020 BASE Show details 6 Konbitzul ... Uxoa Iñurrieta; Aduriz, Itziar; Ilarraza, Arantza Díaz De. - : Zenodo, 2020 BASE Show details 7 Beyond Offline Mapping: Learning Cross Lingual Word Embeddings through Context Anchoring ... Ormazabal, Aitor; Artetxe, Mikel; Soroa, Aitor. - : arXiv, 2020 BASE Show details 8 Translation Artifacts in Cross-lingual Transfer Learning ... Artetxe, Mikel; Labaka, Gorka; Agirre, Eneko. - : arXiv, 2020 BASE Show details 9 Learning about phraseology from corpora: A linguistically motivated approach for Multiword Expression identification Inurrieta, Uxoa; Aduriz, Itziar; Díaz de Ilarraza, Arantza... In: PLoS One (2020) BASE Show details 10 Adapting NMT to caption translation in Wikimedia Commons for low-resource languages Poncelas, Alberto; Sarasola, Kepa; Dowling, Meghan... In: Poncelas, Alberto orcid:0000-0002-5089-1687 , Sarasola, Kepa orcid:0000-0003-4349-6088 , Dowling, Meghan orcid:0000-0003-1637-4923 , Way, Andy orcid:0000-0001-5736-5930 , Labaka, Gorka orcid:0000-0003-4611-2502 and Alegria, Iñaki orcid:0000-0002-0272-1472 (2019) Adapting NMT to caption translation in Wikimedia Commons for low-resource languages. Procesamiento de Lenguaje Natural, 63 . pp. 33-40. ISSN 1135-5948 (2019) BASE Show details 11 Adapting NMT to caption translation in Wikimedia Commons for low-resource languages Poncelas, Alberto; Sarasola, Kepa; Dowling, Meghan... In: Poncelas, Alberto orcid:0000-0002-5089-1687 , Sarasola, Kepa orcid:0000-0003-4349-6088 , Dowling, Meghan orcid:0000-0003-1637-4923 , Way, Andy orcid:0000-0001-5736-5930 , Labaka, Gorka orcid:0000-0003-4611-2502 and Alegria, Iñaki orcid:0000-0002-0272-1472 (2019) Adapting NMT to caption translation in Wikimedia Commons for low-resource languages. Procesamiento del Lenguaje Natural, 63 . pp. 33-40. ISSN 1135-5948 (2019) BASE Show details 12 Analyzing the Limitations of Cross-lingual Word Embedding Mappings ... Ormazabal, Aitor; Artetxe, Mikel; Labaka, Gorka. - : arXiv, 2019 BASE Show details 13 Neural machine translation of clinical texts between long distance languages Soto, Xabier; Perez-de-Viñaspre, Olatz; Labaka, Gorka... In: J Am Med Inform Assoc (2019) BASE Show details 14 Uncovering divergent linguistic information in word embeddings with lessons for intrinsic and extrinsic evaluation ... Artetxe, Mikel; Labaka, Gorka; Lopez-Gazpio, Iñigo. - : arXiv, 2018 BASE Show details 15 Neural Machine Translation of Basque Etchegoyhen, Thierry; Martínez Garcia, Eva; Azpeitia, Andoni. - : European Association for Machine Translation, 2018 BASE Show details 16 Ebaluatoia: crowd evaluation for English–Basque machine translation [<Journal>] Aranberri, Nora [Verfasser]; Labaka, Gorka [Sonstige]; Díaz de Ilarraza, Arantza [Sonstige]. DNB Subject Category Language Show details 17 Using linguistic data for English and Spanish verb-noun combination identification Labaka, Gorka; Aduriz, Itziar; Carroll, John. - : International Committee on Computational Linguistics (ICCL), 2016 BASE Show details 18 A hybrid machine translation architecture guided by syntax Labaka, Gorka; España-Bonet, Cristina; Màrquez, Lluís... In: Machine translation. - Dordrecht [u.a.] : Springer Science + Business Media 28 (2014) 2, 91-125 OLC Linguistik Show details 19 'Matxin', an open-source rule-based machine translation system for Basque Mayor, Aingeru; Alegria, Iñaki; Lersundi, Mikel... In: Machine translation. - Dordrecht [u.a.] : Springer Science + Business Media 25 (2011) 1, 53-82 BLLDB OLC Linguistik Show details 20 Comparing rule-based and data-driven approaches to Spanish-to-Basque machine translation Sarasola, Kepa; Labaka, Gorka; Stroppa, Nicolas... In: Labaka, Gorka, Stroppa, Nicolas, Way, Andy orcid:0000-0001-5736-5930 and Sarasola, Kepa (2007) Comparing rule-based and data-driven approaches to Spanish-to-Basque machine translation. In: Machine Translation Summit XI, 10-14 September, 2007, Copenhagen, Denmark. (2007) BASE Show details Page: 1 2

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