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An investigation into multi-word expressions in machine translation
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Han, Lifeng. - : Dublin City University. School of Computing, 2022. : Dublin City University. ADAPT, 2022
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In: Han, Lifeng orcid:0000-0002-3221-2185 (2022) An investigation into multi-word expressions in machine translation. PhD thesis, Dublin City University. (2022)
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The L2L system for second language learning using visualised zoom calls among students
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In: Dey-Plissonneau, Aparajita, Lee, Hyowon orcid:0000-0003-4395-7702 , Pradier, Vincent orcid:0000-0002-7050-6408 , Scriney, Michael orcid:0000-0001-6813-2630 and Smeaton, Alan F. orcid:0000-0003-1028-8389 (2021) The L2L system for second language learning using visualised zoom calls among students. In: 16th European Conference on Technology-Enhanced Learning EC-TEL 2021, 20-24 Sept 2021, Bozen-Bolzano, Italy (Online). ISBN 978-3-030-86435-4 (2021)
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Utilising visual attention cues for vehicle detection and tracking
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In: Hu, Feiyan orcid:0000-0001-7451-6438 , Gurram Munirathnam, Venkatesh orcid:0000-0002-4393-9267 , O'Connor, Noel E. orcid:0000-0002-4033-9135 , Smeaton, Alan F. orcid:0000-0003-1028-8389 and Little, Suzanne orcid:0000-0003-3281-3471 (2021) Utilising visual attention cues for vehicle detection and tracking. In: 25th International Conference on Pattern Recognition (ICPR2020), 10-15 Jan 2021, Milan, Italy (Online). (2021)
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Facilitating reflection in teletandem through automatically generated conversation metrics and playback video
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In: Dey-Plissonneau, Aparajita, Lee, Hyowon orcid:0000-0001-7628-1441 , Scriney, Michael orcid:0000-0001-6813-2630 , Smeaton, Alan F. orcid:0000-0001-6339-6194 , Pradier, Vincent orcid:0000-0002-7050-6408 and Riaz, Hamza (2021) Facilitating reflection in teletandem through automatically generated conversation metrics and playback video. In: EuroCALL: Computer Aided Language Learning, August 2021, Paris, France. (In Press) (2021)
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Attention based video summaries of live online zoom classes
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In: Lee, Hyowon orcid:0000-0003-4395-7702 , Liu, Mingming orcid:0000-0002-8988-2104 , Riaz, Hamza, Rajasekaran, Navaneethan, Scriney, Michael orcid:0000-0001-6813-2630 and Smeaton, Alan F. orcid:0000-0003-1028-8389 (2021) Attention based video summaries of live online zoom classes. In: AAAI-2021 Workshop on AI Education: "Imagining Post-COVID Education with AI" (TIPCE-2021)., 9 Feb 2021, Online (Vancouver, Canada). (In Press) (2021)
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Chinese character decomposition for neural MT with multi-word expressions
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In: Han, Lifeng orcid:0000-0002-3221-2185 , Jones, Gareth J.F. orcid:0000-0003-2923-8365 , Smeaton, Alan F. orcid:0000-0003-1028-8389 and Bolzoni, Paolo (2021) Chinese character decomposition for neural MT with multi-word expressions. In: 23rd Nordic Conference on Computational Linguistics (NoDaLiDa 2021), 31 May- 2 June 2021, Reykjavik, Iceland (Online). (In Press) (2021)
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Translation quality assessment: a brief survey on manual and automatic methods
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In: Han, Lifeng orcid:0000-0002-3221-2185 , Jones, Gareth J.F. orcid:0000-0003-2923-8365 and Smeaton, Alan F. orcid:0000-0003-1028-8389 (2021) Translation quality assessment: a brief survey on manual and automatic methods. In: MoTra21: Workshop on Modelling Translation: Translatology in the Digital Age, 31 May- 2 Jun 2021, Rejkjavik, Iceland (Online). (In Press) (2021)
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Translation Quality Assessment: A Brief Survey on Manual and Automatic Methods ...
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AlphaMWE: construction of multilingual parallel corpora with MWE annotations
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In: Han, Lifeng orcid:0000-0002-3221-2185 , Jones, Gareth J.F. orcid:0000-0003-2923-8365 and Smeaton, Alan F. orcid:0000-0003-1028-8389 (2020) AlphaMWE: construction of multilingual parallel corpora with MWE annotations. In: Joint Workshop on Multiword Expressions and Electronic Lexicons (MWE-LEX 2020), 13 Dec 2020, Barcelona, Spain (Online). (2020)
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MultiMWE: building a multi-lingual multi-word expression (MWE) parallel corpora
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In: Han, Lifeng orcid:0000-0002-3221-2185 , Jones, Gareth J.F. orcid:0000-0003-2923-8365 and Smeaton, Alan F. orcid:0000-0003-1028-8389 (2020) MultiMWE: building a multi-lingual multi-word expression (MWE) parallel corpora. In: 12th International Conference on Language Resources and Evaluation (LREC), 11-16 May, 2020, Marseille, France. (Virtual). (2020)
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Generative forms of multimedia content. (Opening keynote talk)
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In: Smeaton, Alan F. orcid:0000-0003-1028-8389 (2020) Generative forms of multimedia content. (Opening keynote talk). In: IEEE International Conference on Multimedia and Expo - ICME 2020, 6-9 July 2020, London, UK (virtual). (2020)
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Abstract:
Multimedia analysis has recently made spectacular improvements in both quality and in sophistication. Over the last half-decade we have seen extreme progress in tasks like image and video tagging, object detection and activity recognition, generating descriptive captions and more. Some of these have been deployed and are in widespread use in our smartphones and on our social media platforms. We have also seen recent research work, including our own, on computing more abstract features of multimedia, such as person-counting from CCTV, computing visual salience, estimating aesthetics of images and videos, and computing video memorability. The common methodology used across most of these applications is of course machine learning, in all its forms, from convolutional neural networks to simple regression and support vector machines. Much of the research in our field is about wrestling with machine learning to optimise its performance in multimedia analysis tasks and this recent run of extreme progress does not look like ending anytime soon, though it will reach its high water mark. When it does reach the point at which it cannot get any better, what then ? Generative machine learning (ML) is a recent form of media analysis which turns the conventional approach on its head and its methodology is to train a model and then generate new data. Example applications of generative ML deoldify which colourises black and white images and video clips, and Generative Adversarial Networks (GANs) which can generate DNA sequences, 3D models of replacement teeth, impressionist paintings, and of course video clips, some known as deepfakes. Putting aside the more nefarious applications of deepfakes, what is the potential for generative forms of multimedia ? In the short to medium term we can speculate that it would include things like movie augmentation but it how far can it go and could it replicate human creativity ? In this talk I will introduce some of the recent forms of generative multimedia and discuss how far I believe we could go with this exciting new technology.
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Keyword:
Multimedia systems
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URL: http://doras.dcu.ie/24751/
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MultiMWE: Building a Multi-lingual Multi-Word Expression (MWE) Parallel Corpora ...
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Recognising Irish sign language using electromyography
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In: Galea, Laura Christina and Smeaton, Alan F. orcid:0000-0003-1028-8389 (2019) Recognising Irish sign language using electromyography. In: 17th IEEE Content Based Multimedia Indexing (CBMI) Conference, 4-6 Sept 2019, Dublin, Ireland. ISBN 978-1-7281-4673-7 (2019)
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Neural machine translation for multimodal interaction
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Dutta Chowdhury, Koel. - : Dublin City University. School of Computing, 2019. : Dublin City University. ADAPT, 2019
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In: Dutta Chowdhury, Koel (2019) Neural machine translation for multimodal interaction. Master of Science thesis, Dublin City University. (2019)
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Rethinking summarization and storytelling for modern social multimedia
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In: Rudinac, Stevan, Chua, Tat-Seng, Diaz-Ferreyra, Nicolas, Friedland, Gerald, Gornostaja, Tatjana, Huet, Benoit, Kaptein, Rianne, Lindén, Krister, Moens, Marie-Francine, Peltonen, Jaakko, Redi, Miriam, Schedl, Markus, Shamma, David A, Smeaton, Alan F. orcid:0000-0003-1028-8389 and Xie, Lexing (2018) Rethinking summarization and storytelling for modern social multimedia. In: The 24th International Conference on Multimedia Modeling (MMM2018), 5-7 Feb, 2018, Bangkok, Thailand. ISBN 978-3-319-73599-3 (2018)
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Evaluation of automatic video captioning using direct assessment
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In: Graham, Yvette, Awad, George M. and Smeaton, Alan F. orcid:0000-0003-1028-8389 (2018) Evaluation of automatic video captioning using direct assessment. PLoS One . ISSN 1932-6203 (2018)
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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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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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