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1
NextGen AML: distributed deep learning based language technologies to augment anti money laundering Investigation
In: Han, Jingguang, Barman, Utsab, Hayes, Jer, Du, Jinhua orcid:0000-0002-3267-4881 , Burgin, Edward and Wan, Dadong (2018) NextGen AML: distributed deep learning based language technologies to augment anti money laundering Investigation. In: 56th Annual Meeting of the Association for Computational Linguistics-System Demonstrations, 15-20 July 201, Melbourne, Australia. (2018)
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2
Multi-level structured self-attentions for distantly supervised relation extraction
In: Du, Jinhua orcid:0000-0002-3267-4881 , Han, Jingguang, Way, Andy orcid:0000-0001-5736-5930 and Wan, Dadong (2018) Multi-level structured self-attentions for distantly supervised relation extraction. In: 2018 Conference on Empirical Methods in Natural Language Processing, 31 Oct - 4 Nov 2018, Brussels, Belgium. (2018)
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3
Investigating 'Aspect' in NMT and SMT: translating the English simple past and present perfect
In: Vanmassenhove, Eva orcid:0000-0003-1162-820X , Du, Jinhua orcid:0000-0002-3267-4881 and Way, Andy orcid:0000-0001-5736-5930 (2017) Investigating 'Aspect' in NMT and SMT: translating the English simple past and present perfect. Computational Linguistics in the Netherlands Journal (CLIN), 7 . pp. 109-128. ISSN 2211-4009 (2017)
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4
Neural pre-translation for hybrid machine translation
In: Du, Jinhua orcid:0000-0002-3267-4881 and Way, Andy orcid:0000-0001-5736-5930 (2017) Neural pre-translation for hybrid machine translation. In: MT Summit XVI - 16th Machine Translation Summit, 18-22 Sept 2017, Nagoya, Japan. (2017)
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5
Pinyin as subword unit for Chinese-sourced neural machine translation
In: Du, Jinhua orcid:0000-0002-3267-4881 and Way, Andy orcid:0000-0001-5736-5930 (2017) Pinyin as subword unit for Chinese-sourced neural machine translation. In: 25th Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2017 ), 7-8 Dec 2017, Dublin, Ireland. (2017)
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6
Pre-reordering for neural machine translation: helpful or harmful?
In: Du, Jinhua orcid:0000-0002-3267-4881 and Way, Andy orcid:0000-0001-5736-5930 (2017) Pre-reordering for neural machine translation: helpful or harmful? Prague Bulletin of Mathematical Linguistics (108). pp. 171-181. ISSN 1804-0462 (2017)
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7
Semantics-enhanced task-oriented dialogue translation: a case Study on hotel booking
In: Wang, Longyue orcid:0000-0002-9062-6183 , Du, Jinhua orcid:0000-0002-3267-4881 , Li, Liangyou orcid:0000-0002-0279-003X , Tu, Zhaopeng, Way, Andy orcid:0000-0001-5736-5930 and Liu, Qun orcid:0000-0002-7000-1792 (2017) Semantics-enhanced task-oriented dialogue translation: a case Study on hotel booking. In: 8th International Joint Conference on Natural Language Processing (IJCNLP 2017), 27 Nov-1 Dec 2017, Taipei, Taiwan. (2017)
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8
Using BabelNet to improve OOV coverage in SMT
In: Du, Jinhua orcid:0000-0002-3267-4881 , Way, Andy orcid:0000-0001-5736-5930 and Zydron, Andrzej (2016) Using BabelNet to improve OOV coverage in SMT. In: 2016 International Conference on Language Resources and Evaluation, 23-28 May 2016, Portorož, Slovenia. ISBN 978-2-9517408-9-1 (2016)
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9
ProphetMT: a tree-based SMT-driven controlled language authoring/post-editing tools
In: Wu, Xiaofeng, Du, Jinhua orcid:0000-0002-3267-4881 and Way, Andy orcid:0000-0001-5736-5930 (2016) ProphetMT: a tree-based SMT-driven controlled language authoring/post-editing tools. In: Tenth International Conference on Language Resources and Evaluation (LREC 2016), 23-28 May 2016, Portorož, Slovenia. ISBN 978-2-9517408-9-1 (2016)
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10
Domain adaptation for social localisation-based SMT: a Case study using the Trommons platform
In: Du, Jinhua orcid:0000-0002-3267-4881 , Way, Andy orcid:0000-0001-5736-5930 , Qui, Zhengwei, Wasala, Asanka and Schäler, Reinhard (2015) Domain adaptation for social localisation-based SMT: a Case study using the Trommons platform. In: MT Summit Workshop on Post-Editing Technology and Practice (WPTP4) as part of Machine Translation Summit XV, 3 Oct-3 Nov, 2015, Miami, FL, USA. (2015)
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11
Incorporating source-language paraphrases into phrase-based SMT with confusion networks
In: Jiang, Jie , Du, Jinhua orcid:0000-0002-3267-4881 and Way, Andy orcid:0000-0001-5736-5930 (2011) Incorporating source-language paraphrases into phrase-based SMT with confusion networks. In: SSST-2011: The Fifth Workshop on Syntax and Structure in Statistical Translation , 23 June 2011, Portland, Oregon, USA. (2011)
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12
Source-side syntactic reordering patterns with functional words for improved phrase-based SMT
In: Jiang, Jie, Du, Jinhua orcid:0000-0002-3267-4881 and Way, Andy orcid:0000-0001-5736-5930 (2010) Source-side syntactic reordering patterns with functional words for improved phrase-based SMT. In: SSST 2010 - 4th Workshop on Syntax and Structure in Statistical Translation, 28 August 2010, Beijing, China. (2010)
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13
A discriminative latent variable-based "DE" classifier for Chinese–English SMT
In: Du, Jinhua orcid:0000-0002-3267-4881 and Way, Andy orcid:0000-0001-5736-5930 (2010) A discriminative latent variable-based "DE" classifier for Chinese–English SMT. In: COLING 2010 - 23rd International Conference on Computational Linguistics, 23-27 August 2010, Beijing, China. (2010)
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14
Improved phrase-based SMT with syntactic reordering patterns learned from lattice scoring
In: Jiang, Jie, Du, Jinhua orcid:0000-0002-3267-4881 and Way, Andy orcid:0000-0001-5736-5930 (2010) Improved phrase-based SMT with syntactic reordering patterns learned from lattice scoring. In: AMTA 2010 - 9th Conference of the Association for Machine Translation in the Americas, 31 October - 4 November 2010, Denver, CO, USA. (2010)
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15
Combining multi-domain statistical machine translation models using automatic classifiers
In: Banerjee, Pratyush, Du, Jinhua orcid:0000-0002-3267-4881 , Li, Baoli, Kumar Naskar, Sudip, Way, Andy orcid:0000-0001-5736-5930 and van Genabith, Josef orcid:0000-0003-1322-7944 (2010) Combining multi-domain statistical machine translation models using automatic classifiers. In: AMTA 2010 - 9th Conference of the Association for Machine Translation in the Americas, 31 October - 4 November 2010, Denver, CO, USA. (2010)
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16
The impact of source-side syntactic reordering on hierarchical phrase-based SMT
In: Way, Andy orcid:0000-0001-5736-5930 and Du, Jinhua orcid:0000-0002-3267-4881 (2010) The impact of source-side syntactic reordering on hierarchical phrase-based SMT. In: EAMT 2010 - 14th Annual Conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. (2010)
Abstract: Syntactic reordering has been demonstrated to be helpful and effective for handling different word orders between source and target languages in SMT. However, in terms of hierarchial PB-SMT (HPB), does the syntactic reordering still has a significant impact on its performance? This paper introduces a reordering approach which explores the { (DE) grammatical structure in Chinese. We employ the Stanford DE classifier to recognise the DE structures in both training and test sentences of Chinese, and then perform word reordering to make the Chinese sentences better match the word order of English. The annotated and reordered training data and test data are applied to a re-implemented HPB system and the impact of the DE construction is examined. The experiments are conducted on the NIST 2008 evaluation data and experimental results show that the BLEU and METEOR scores are significantly improved by 1.83/8.91 and 1.17/2.73 absolute/ relative points respectively.
Keyword: Machine translating
URL: http://doras.dcu.ie/15787/
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17
TMX markup: a challenge when adapting SMT to the localisation environment
In: Du, Jinhua orcid:0000-0002-3267-4881 , Roturier, Johann and Way, Andy orcid:0000-0001-5736-5930 (2010) TMX markup: a challenge when adapting SMT to the localisation environment. In: EAMT 2010 - 14th Annual Conference of the European Association for Machine Translation, 27-28 May 2010, Saint-Raphaël, France. (2010)
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18
MATREX: the DCU MT system for WMT 2010
In: Penkale, Sergio, Haque, Rejwanul orcid:0000-0003-1680-0099 , Dandapat, Sandipan, Banerjee, Pratyush, Srivastava, Ankit Kumar, Du, Jinhua orcid:0000-0002-3267-4881 , Pecina, Pavel, Kumar Naskar, Sudip, Forcada, Mikel and Way, Andy orcid:0000-0001-5736-5930 (2010) MATREX: the DCU MT system for WMT 2010. In: WMT 2010 - The Joint Fifth Workshop on Statistical Machine Translation and Metrics MATR, ACL 2010., 15-16 July 2010, Uppsala, Sweden. (2010)
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19
Facilitating translation using source language paraphrase lattices
In: Du, Jinhua orcid:0000-0002-3267-4881 , Jiang, Jie and Way, Andy orcid:0000-0001-5736-5930 (2010) Facilitating translation using source language paraphrase lattices. In: the Conference on Empircal Methods in Natural Language Processing (EMNLP 2010), 9-11 Oct 2010, Cambridge, Massachusetts. (2010)
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20
An augmented three-pass system combination framework: DCU combination system for WMT 2010
In: Way, Andy orcid:0000-0001-5736-5930 , Pecina, Pavel and Du, Jinhua orcid:0000-0002-3267-4881 (2010) An augmented three-pass system combination framework: DCU combination system for WMT 2010. In: WMT 2010 - The Joint Fifth Workshop on Statistical Machine Translation and Metrics MATR, ACL 2010, 15-16 July 2010, Uppsala, Sweden. (2010)
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