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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 – 19 of 19 1 Does Corpus Quality Really Matter for Low-Resource Languages? ... Artetxe, Mikel; Aldabe, Itziar; Agerri, Rodrigo. - : arXiv, 2022 BASE Show details 2 Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Mining ... Kvapilıkova, Ivana; Artetxe, Mikel; Labaka, Gorka. - : arXiv, 2021 BASE Show details 3 Multilingual Autoregressive Entity Linking ... De Cao, Nicola; Wu, Ledell; Popat, Kashyap. - : arXiv, 2021 BASE Show details 4 PARADISE: Exploiting Parallel Data for Multilingual Sequence-to-Sequence Pretraining ... Reid, Machel; Artetxe, Mikel. - : arXiv, 2021 BASE Show details 5 Few-shot Learning with Multilingual Language Models ... Lin, Xi Victoria; Mihaylov, Todor; Artetxe, Mikel. - : arXiv, 2021 BASE Show details 6 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 7 Multilingual Machine Translation: Closing the Gap between Shared and Language-specific Encoder-Decoders ... Escolano, Carlos; Costa-jussà, Marta R.; Fonollosa, José A. R.. - : arXiv, 2020 BASE Show details 8 Training Multilingual Machine Translation by Alternately Freezing Language-Specific Encoders-Decoders ... Escolano, Carlos; Costa-jussà, Marta R.; Fonollosa, José A. R.. - : arXiv, 2020 BASE Show details 9 A Call for More Rigor in Unsupervised Cross-lingual Learning ... Artetxe, Mikel; Ruder, Sebastian; Yogatama, Dani. - : arXiv, 2020 BASE Show details 10 Beyond Offline Mapping: Learning Cross Lingual Word Embeddings through Context Anchoring ... Ormazabal, Aitor; Artetxe, Mikel; Soroa, Aitor; Labaka, Gorka; Agirre, Eneko. - : arXiv, 2020 Abstract: Recent research on cross-lingual word embeddings has been dominated by unsupervised mapping approaches that align monolingual embeddings. Such methods critically rely on those embeddings having a similar structure, but it was recently shown that the separate training in different languages causes departures from this assumption. In this paper, we propose an alternative approach that does not have this limitation, while requiring a weak seed dictionary (e.g., a list of identical words) as the only form of supervision. Rather than aligning two fixed embedding spaces, our method works by fixing the target language embeddings, and learning a new set of embeddings for the source language that are aligned with them. To that end, we use an extension of skip-gram that leverages translated context words as anchor points, and incorporates self-learning and iterative restarts to reduce the dependency on the initial dictionary. Our approach outperforms conventional mapping methods on bilingual lexicon induction, and ... : ACL 2021 ... Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG URL: https://arxiv.org/abs/2012.15715 https://dx.doi.org/10.48550/arxiv.2012.15715 BASE Hide details 11 Translation Artifacts in Cross-lingual Transfer Learning ... Artetxe, Mikel; Labaka, Gorka; Agirre, Eneko. - : arXiv, 2020 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 On the Cross-lingual Transferability of Monolingual Representations ... Artetxe, Mikel; Ruder, Sebastian; Yogatama, Dani. - : arXiv, 2019 BASE Show details 14 Unsupervised Neural Machine Translation, a new paradigm solely based on monolingual text ; Traducción Automática Neuronal no Supervisada, un nuevo paradigma basado solo en textos monolingües Artetxe, Mikel; Labaka Intxauspe, Gorka; Agirre Bengoa, Eneko. - : Sociedad Española para el Procesamiento del Lenguaje Natural, 2019 BASE Show details 15 Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond Artetxe, Mikel; Schwenk, Holger In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 597-610 (2019) (2019) BASE Show details 16 Contextualized Translations of Phrasal Verbs with Distributional Compositional Semantics and Monolingual Corpora Gamallo, Pablo; Sotelo, Susana; Pichel, José Ramom... In: Computational Linguistics, Vol 45, Iss 3, Pp 395-421 (2019) (2019) BASE Show details 17 Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond ... Artetxe, Mikel; Schwenk, Holger. - : arXiv, 2018 BASE Show details 18 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 19 Lexical semantics, Basque and Spanish in QTLeap: Quality Translation by Deep Language Engineering Approaches ; QTLeap - Traducción de calidad mediante tratamientos profundos de ingeniería lingüística Agirre Bengoa, Eneko; Alegría Loinaz, Iñaki; Aranberri, Nora. - : Sociedad Española para el Procesamiento del Lenguaje Natural, 2015 BASE Show details

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