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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 – 13 of 13 1 Improving Multilingual Translation by Representation and Gradient Regularization ... Yang, Yilin; Eriguchi, Akiko; Muzio, Alexandre. - : arXiv, 2021 BASE Show details 2 Discovering Representation Sprachbund For Multilingual Pre-Training ... Fan, Yimin; Liang, Yaobo; Muzio, Alexandre. - : arXiv, 2021 BASE Show details 3 Multi-Source Cross-Lingual Model Transfer: Learning What to Share ... Chen, Xilun; Awadallah, Ahmed Hassan; Hassan, Hany; Wang, Wei; Cardie, Claire. - : arXiv, 2018 Abstract: Modern NLP applications have enjoyed a great boost utilizing neural networks models. Such deep neural models, however, are not applicable to most human languages due to the lack of annotated training data for various NLP tasks. Cross-lingual transfer learning (CLTL) is a viable method for building NLP models for a low-resource target language by leveraging labeled data from other (source) languages. In this work, we focus on the multilingual transfer setting where training data in multiple source languages is leveraged to further boost target language performance. Unlike most existing methods that rely only on language-invariant features for CLTL, our approach coherently utilizes both language-invariant and language-specific features at instance level. Our model leverages adversarial networks to learn language-invariant features, and mixture-of-experts models to dynamically exploit the similarity between the target language and each individual source language. This enables our model to learn effectively what ... : ACL 2019 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG URL: https://dx.doi.org/10.48550/arxiv.1810.03552 https://arxiv.org/abs/1810.03552 BASE Hide details 4 Universal Neural Machine Translation for Extremely Low Resource Languages ... Gu, Jiatao; Hassan, Hany; Devlin, Jacob. - : arXiv, 2018 BASE Show details 5 Synthetic Data for Neural Machine Translation of Spoken-Dialects ... Hassan, Hany; Elaraby, Mostafa; Tawfik, Ahmed. - : arXiv, 2017 BASE Show details 6 Efficient accurate syntactic direct translation models: one tree at a time Way, Andy; Sima'an, Khalil; Hassan, Hany In: Machine translation. - Dordrecht [u.a.] : Springer Science + Business Media 26 (2012) 1-2, 121-136 BLLDB OLC Linguistik Show details 7 Special issue on Machine Translation for Arabic: Preface Habash, Nizar; Hassan, Hany In: Machine translation. - Dordrecht [u.a.] : Springer Science + Business Media 26 (2012) 1, 1-2 OLC Linguistik Show details 8 A syntactified direct translation model with linear-time decoding Hassan, Hany; Sima'an, Khalil; Way, Andy In: Hassan, Hany, Sima'an, Khalil and Way, Andy orcid:0000-0001-5736-5930 (2009) A syntactified direct translation model with linear-time decoding. In: EMNLP 2009 - Conference on Empirical Methods in Natural Language Processing, 6-7 August 2009, Singapore. (2009) BASE Show details 9 Lexical syntax for statistical machine translation Hassan, Hany. - : Dublin City University. School of Computing, 2009 In: Hassan, Hany (2009) Lexical syntax for statistical machine translation. PhD thesis, Dublin City University. (2009) BASE Show details 10 Lexicalized semi-incremental dependency parsing Hassan, Hany; Sima'an, Khalil; Way, Andy In: Hassan, Hany, Sima'an, Khalil and Way, Andy orcid:0000-0001-5736-5930 (2009) Lexicalized semi-incremental dependency parsing. In: RANLP-2009 - Recent Advances in Natural Language Processing, 14-16 September 2009, Borovets, Bulgaria. (2009) BASE Show details 11 Syntactically lexicalized phrase-based SMT Sima'an, Khalil; Hassan, Hany; Way, Andy In: Institute of Electrical and Electronics Engineers. IEEE transactions on audio, speech and language processing. - New York, NY : Inst. 16 (2008) 7, 1260-1273 BLLDB OLC Linguistik Show details 12 Exploiting alignment techniques in MATREX: the DCU machine translation system for IWSLT 2008 Ma, Yanjun; Tinsley, John; Hassan, Hany... In: Ma, Yanjun, Tinsley, John, Hassan, Hany, Du, Jinhua orcid:0000-0002-3267-4881 and Way, Andy orcid:0000-0001-5736-5930 (2008) Exploiting alignment techniques in MATREX: the DCU machine translation system for IWSLT 2008. In: IWSLT 2008 - International Workshop on Spoken Language Translation, 20-21 October 2008, Hawaii, USA. (2008) BASE Show details 13 Supertagged phrase-based statistical machine translation Way, Andy; Sima'an, Khalil; Hassan, Hany In: Hassan, Hany, Sima'an, Khalil and Way, Andy orcid:0000-0001-5736-5930 (2007) Supertagged phrase-based statistical machine translation. In: ACL 2007 - 45th Annual Meeting of the Association for Computational Linguistics, 25-27 June 2007, Prague, Czech Republic. (2007) BASE Show details

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