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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 – 6 of 6 1 UDapter: Language Adaptation for Truly Universal Dependency Parsing ... Üstün, Ahmet; Bisazza, Arianna; Bouma, Gosse; van Noord, Gertjan. - : arXiv, 2020 Abstract: Recent advances in multilingual dependency parsing have brought the idea of a truly universal parser closer to reality. However, cross-language interference and restrained model capacity remain major obstacles. To address this, we propose a novel multilingual task adaptation approach based on contextual parameter generation and adapter modules. This approach enables to learn adapters via language embeddings while sharing model parameters across languages. It also allows for an easy but effective integration of existing linguistic typology features into the parsing network. The resulting parser, UDapter, outperforms strong monolingual and multilingual baselines on the majority of both high-resource and low-resource (zero-shot) languages, showing the success of the proposed adaptation approach. Our in-depth analyses show that soft parameter sharing via typological features is key to this success. ... : In EMNLP 2020 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/2004.14327 https://dx.doi.org/10.48550/arxiv.2004.14327 BASE Hide details 2 Understanding Cross-Lingual Syntactic Transfer in Multilingual Recurrent Neural Networks ... Dhar, Prajit; Bisazza, Arianna. - : arXiv, 2020 BASE Show details 3 BERTje: A Dutch BERT Model ... de Vries, Wietse; van Cranenburgh, Andreas; Bisazza, Arianna. - : arXiv, 2019 BASE Show details 4 Zero-shot Dependency Parsing with Pre-trained Multilingual Sentence Representations ... Tran, Ke; Bisazza, Arianna. - : arXiv, 2019 BASE Show details 5 Recurrent Memory Networks for Language Modeling ... Tran, Ke; Bisazza, Arianna; Monz, Christof. - : arXiv, 2016 BASE Show details 6 Neural versus Phrase-Based Machine Translation Quality: a Case Study ... Bentivogli, Luisa; Bisazza, Arianna; Cettolo, Mauro. - : arXiv, 2016 BASE Show details

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