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Pointing to Select: A Fast Pointer-LSTM for Long Text Classification ...
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NextGen AML: distributed deep learning based language technologies to augment anti money laundering Investigation
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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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Multi-level structured self-attentions for distantly supervised relation extraction
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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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Investigating 'Aspect' in NMT and SMT: translating the English simple past and present perfect
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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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Neural pre-translation for hybrid machine translation
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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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Pinyin as subword unit for Chinese-sourced neural machine translation
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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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Dublin City University participation in the VTT track at TRECVid 2017
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In: 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. (2017)
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Pre-reordering for neural machine translation: helpful or harmful?
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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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Semantics-enhanced task-oriented dialogue translation: a case Study on hotel booking
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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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Pre-Reordering for Neural Machine Translation: Helpful or Harmful?
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In: Prague Bulletin of Mathematical Linguistics , Vol 108, Iss 1, Pp 171-182 (2017) (2017)
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Using BabelNet to improve OOV coverage in SMT
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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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ProphetMT: a tree-based SMT-driven controlled language authoring/post-editing tools
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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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Improving subject-verb agreement in SMT
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In: 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. (2016)
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Dublin City University and partners’ participation in the INS and VTT tracks at TRECVid 2016
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In: 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, 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. (2016)
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Dublin City University and Partners' participation in the INS and VTT Tracks at TRECVid 2016
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Azavedo, Lucas; Marsden, Mark; Zhou, Jiang; Daudert, Tobias; Ganguly, Debasis; Afli, Haithem; Giro-i-Nieto, Xavier; McGuinness, Kevin; Smeaton, Alan F.; Davis, Brian; O'Connor, Noel E.; Hürlimann, Manuela; Calafell, Andrea; Li, Wei; Mohedano, Eva; Way, Andy; Du, Jinhua. - 2016
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Abstract:
Dublin City University participated with a consortium of colleagues from NUI Galway and Universitat Polit`ecnica de Catalunya in two tasks in TRECVid 2016, Instance Search (INS) and Video to Text (VTT). For the INS task we developed a framework consisting of face detection and representation and place detection and representation, with a user annotation of top-ranked videos. For the VTT task we ran 1,000 concept detectors from the VGG-16 deep CNN on 10 keyframes per video and submitted 4 runs for caption re-ranking, based on BM25, Fusion, Word2Vec and a fusion of baseline BM25 and Word2Vec. With the same pre-processing for caption generation we used an open source image-to-caption CNN-RNN toolkit NeuralTalk2 to generate a caption for each keyframe and combine them. ; The work reported here is based on research conducted with the support of Science Foundation Ireland under grant numbers SFI/12/RC/2289 (Insight Centre) and SFI/13/RC/2106 (ADAPT Centre). ; non-peer-reviewed
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Keyword:
Computational linguistics; Data analytics; Imaging systems; Semantic concept; Video captions
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URL: http://hdl.handle.net/10379/6242
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Domain adaptation for social localisation-based SMT: a Case study using the Trommons platform
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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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An empirical study of segment prioritization for incrementally retrained post-editing-based SMT
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In: 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. (2015)
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Incorporating source-language paraphrases into phrase-based SMT with confusion networks
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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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Source-side syntactic reordering patterns with functional words for improved phrase-based SMT
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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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A discriminative latent variable-based "DE" classifier for Chinese–English SMT
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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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