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1
Input Representations for Parsing Discourse Representation Structures: Comparing English with Chinese ...
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2
On the Difficulty of Translating Free-Order Case-Marking Languages ...
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3
UDapter: Language Adaptation for Truly Universal Dependency Parsing ...
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
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4
Understanding Cross-Lingual Syntactic Transfer in Multilingual Recurrent Neural Networks ...
Dhar, Prajit; Bisazza, Arianna. - : arXiv, 2020
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5
BERTje: A Dutch BERT Model ...
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6
Zero-shot Dependency Parsing with Pre-trained Multilingual Sentence Representations ...
Tran, Ke; Bisazza, Arianna. - : arXiv, 2019
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7
Learning Topic-Sensitive Word Representations ...
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8
Recurrent Memory Networks for Language Modeling ...
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9
Neural versus Phrase-Based Machine Translation Quality: a Case Study ...
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10
A Survey of Word Reordering in Statistical Machine Translation: Computational Models and Language Phenomena ...
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11
Chunk-lattices for verb reordering in Arabic-English statistical machine translation : special issues on machine translation for Arabic
In: Machine translation. - Dordrecht [u.a.] : Springer Science + Business Media 26 (2012) 1-2, 85-103
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OLC Linguistik
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