2019

Bao, Wei, Bao, Wugedele, Du, Jinhua ORCID: 0000-0002-3267-4881, Yang, Yuanyuan and Zhao, Xiaobing (2019) Attentive Siamese LSTM network for semantic textual similarity measure. In: 2018 International Conference on Asian Language Processing (IALP), 15-18 Nov 2018, Bandung, Indonesia. ISBN 978-1-7281-1175-9

Du, Jinhua ORCID: 0000-0002-3267-4881, Blake, Darragh, Wang, Longyue ORCID: 0000-0002-9062-6183, Conran, Clare, McKibben, Declan and Way, Andy ORCID: 0000-0001-5736-5930 (2019) IDEA: an interactive dialogue translation demo system using Furhat robots. In: European Conference, ECML PKDD 2018, 10–14 Sept 2018, Dublin, Ireland. ISBN 978-3-030-10996-7

2018

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.

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.

Zhang, Yongyan, Xie, Guo, Wang, Wenqing, Qian, Fucai, Du, Xulong and Du, Jinhua ORCID: 0000-0002-3267-4881 (2018) Distributed dimensionality reduction of industrial data based on clustering. In: 2018 13th IEEE Conference on Industrial Electronics and Applications (ICIEA), 1 May – 2 June 2018, Wuhan, China. ISBN 978-1-5386-3758-6

2017

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

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.

Afli, Haithem ORCID: 0000-0002-7449-4707, Hu, Feiyan ORCID: 0000-0001-7451-6438, Du, Jinhua ORCID: 0000-0002-3267-4881, Cosgrove, Daniel, McGuinness, Kevin ORCID: 0000-0003-1336-6477, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Arazo Sánchez, Eric, Zhou, Jiang ORCID: 0000-0002-3067-8512 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2017) Dublin City University participation in the VTT track at TRECVid 2017. In: TRECVid workshop, 13-15 Nov 2017, Gaithersburg, Md., USA.

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.

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.

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

2016

Marsden, Mark, Mohedano, Eva, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Calafell, Andrea, Giró-i-Nieto, Xavier ORCID: 0000-0002-9935-5332, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Zhou, Jiang ORCID: 0000-0002-3067-8512, Azevedo, Lucas, Daudert, Tobias, Davis, Brian ORCID: 0000-0002-5759-2655, Hurlimann, Manuela, Afli, Haithem ORCID: 0000-0002-7449-4707, Du, Jinhua, Ganguly, Debasis ORCID: 0000-0003-0050-7138, Li, Wei B. ORCID: 0000-0001-7347-3501, Way, Andy ORCID: 0000-0001-5736-5930 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2016) Dublin City University and partners’ participation in the INS and VTT tracks at TRECVid 2016. In: TRECVid Conference, 14-16 Nov 2016, Gaithersburg, Md., USA.

Shterionov, Dimitar ORCID: 0000-0001-6300-797X, Du, Jinhua ORCID: 0000-0002-3267-4881, Palminteri, Marc Anthony, Casanellas, Laura, O'Dowd, Tony and Way, Andy ORCID: 0000-0001-5736-5930 (2016) Improving KantanMT training efficiency with fast align. In: Twelfth Conference of The Association for Machine Translation in the Americas, 28 Oct- 1 Nov 2016, Austin, TX, USA.

Vanmassenhove, Eva ORCID: 0000-0003-1162-820X, Du, Jinhua ORCID: 0000-0002-3267-4881 and Way, Andy ORCID: 0000-0001-5736-5930 (2016) Improving subject-verb agreement in SMT. In: Fifth Workshop on Hybrid Approaches to Translation (HyTra), 1 June 2016, Riga, Latvia.

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

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

Wu, Xiaofeng, Li, Liangyou ORCID: 0000-0002-0279-003X, Du, Jinhua ORCID: 0000-0002-3267-4881 and Way, Andy ORCID: 0000-0001-5736-5930 (2016) ProphetMT: controlled language authoring aid system description. In: 6th Workshop on Controlled Language Applications, 23-28 May 2016, Portorož, Slovenia. ISBN 978-2-9517408-9-1

2015

Du, Jinhua ORCID: 0000-0002-3267-4881, Ankit, Srivastava, Way, Andy ORCID: 0000-0001-5736-5930, Maldonado Guerra, Alfredo ORCID: 0000-0001-8426-5249 and Lewis, David ORCID: 0000-0002-3503-4644 (2015) An empirical study of segment prioritization for incrementally retrained post-editing-based SMT. In: The Fifteenth MT Summit Conference, 30 Oct-3 Nov 2015, Miami, FL, USA.

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.

2011

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.

2010

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.

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.

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.

He, Yifan, Du, Jinhua ORCID: 0000-0002-3267-4881, Way, Andy ORCID: 0000-0001-5736-5930 and van Genabith, Josef ORCID: 0000-0003-1322-7944 (2010) The DCU dependency-based metric in WMT-MetricsMATR 2010. In: WMT 2010 - Joint Fifth Workshop on Statistical Machine Translation and Metrics MATR, ACL 2010., 15-16 July, Uppsala, Sweden.

Okita, Tsuyoshi, Jiang, Jie, Haque, Rejwanul ORCID: 0000-0003-1680-0099, Almaghout, Hala, Du, Jinhua ORCID: 0000-0002-3267-4881, Kumar Naskar, Sudip and Way, Andy ORCID: 0000-0001-5736-5930 (2010) MaTrEx: the DCU MT system for NTCIR-8. In: NTCIR-8 - The 8th NTCIR Workshop, 15-18 June 2010, Tokyo, Japan,. ISBN 978-4-86049-053-9

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.

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.

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.

Du, Jinhua ORCID: 0000-0002-3267-4881 and Way, Andy ORCID: 0000-0001-5736-5930 (2010) An incremental three-pass system combination framework by combining multiple hypothesis alignment methods. International Journal on Asian Language Processing, 20 (1). pp. 1-16. ISSN 0219-5968

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.

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.

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.

Du, Jinhua ORCID: 0000-0002-3267-4881 and Way, Andy ORCID: 0000-0001-5736-5930 (2010) Using TERp to augment the system combination for SMT. In: AMTA 2010 - 9th Conference of the Association for Machine Translation in the Americas, 31 October - 4 November 2010, Denver, CO, USA.

2009

Du, Jinhua ORCID: 0000-0002-3267-4881 and Way, Andy ORCID: 0000-0001-5736-5930 (2009) A three-pass system combination framework by combining multiple hypothesis alignment methods. In: IALP-09: International Conference on Asian Language Processing, 7-9 Dec. 2009, Singapore. ISBN 978-0-7695-3904-1

Ma, Yanjun, Okita, Tsuyoshi, Cetinoglu, Ozlem, Du, Jinhua ORCID: 0000-0002-3267-4881 and Way, Andy ORCID: 0000-0001-5736-5930 (2009) Low-resource machine translation using MATREX: The DCU machine translation system for IWSLT 2009. In: the IWSLT 2009 Workshop (IWSLT 2009), 1-2 Dec. 2009, Tokyo, Japan.

Du, Jinhua ORCID: 0000-0002-3267-4881, He, Yifan, Penkale, Sergio and Way, Andy ORCID: 0000-0001-5736-5930 (2009) MATREX: the DCU MT system for WMT 2009. In: WMT 2009 - Fourth Workshop on Statistical Machine Translation, 30-31 March 2009, Athens, Greece.

Du, Jinhua ORCID: 0000-0002-3267-4881, Ma, Yanjun and Way, Andy ORCID: 0000-0001-5736-5930 (2009) Source-side context-informed hypothesis alignment for combining outputs from machine translation systems. In: MT Summit XII - The twelfth Machine Translation Summit, 26-30 August 2009, Ottawa, Canada.

Cahill, Peter, Du, Jinhua ORCID: 0000-0002-3267-4881, Way, Andy ORCID: 0000-0001-5736-5930 and Carson-Berndsen, Julie (2009) Using same-language machine translation to create alternative target sequences for text-to-speech synthesis. In: Interspeech 2009 - 10th Annual Conference of the International Speech Communication Association, 6-10 September 2009, Brighton, UK.

2008

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.