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1	Language technologies for a multilingual Europe : TC3 III
	Rehm, Georg; Sasaki, Felix; Stern, Daniel. - Berlin : Language Science Press, 2018
	Leibniz-Zentrum Allgemeine Sprachwissenschaft
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2	Deep interactive text prediction and quality estimation in translation interfaces
	Hokamp, Christopher M.. - : Dublin City University. School of Computing, 2018
	In: Hokamp, Christopher M. (2018) Deep interactive text prediction and quality estimation in translation interfaces. PhD thesis, Dublin City University. (2018)
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3	Edition 1.1 of the PARSEME shared task on automatic identification of verbal multiword expressions
	Parra Escartín, Carla; Walsh, Abigail
	In: Parra Escartín, Carla orcid:0000-0002-8412-1525 and Walsh, Abigail (2018) Edition 1.1 of the PARSEME shared task on automatic identification of verbal multiword expressions. In: Joint Workshop on Linguistic Annotation, Multiword Expressions and Constructions (LAW-MWE-CxG-2018), 25-26 Aug 2018, Santa Fe, NM, USA. (2018)
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4	A semantic model for traditional data collection questionnaires enabling cultural analysis
	Abgaz, Yalemisew; Dorn, Amelie; Piringer, Barbara...
	In: Abgaz, Yalemisew orcid:0000-0002-3887-5342 , Dorn, Amelie, Piringer, Barbara orcid:0000-0001-9983-1362 , Wandl-Vogt, Eveline orcid:0000-0002-0802-0255 and Way, Andy orcid:0000-0001-5736-5930 (2018) A semantic model for traditional data collection questionnaires enabling cultural analysis. In: 6th Workshop on Linked Data in Linguistics: Towards Linguistic Data Science, 7 - 12 May 2018, Miyazaki, Japan. ISBN 979-10-95546-19-1 (2018)
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5	SuperNMT: neural machine translation with semantic supersenses and syntactic supertags
	Vanmassenhove, Eva; Way, Andy
	In: Vanmassenhove, Eva orcid:0000-0003-1162-820X and Way, Andy orcid:0000-0001-5736-5930 (2018) SuperNMT: neural machine translation with semantic supersenses and syntactic supertags. In: ACL 2018, 15 - 20 July 2018, Melbourne, Australia. (2018)
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6	FooTweets: a bilingual parallel corpus of World Cup tweets
	Sluyter-Gäthje, Henny; Lohar, Pintu; Afli, Haithem...
	In: Sluyter-Gäthje, Henny, Lohar, Pintu, Afli, Haithem orcid:0000-0002-7449-4707 and Way, Andy orcid:0000-0001-5736-5930 (2018) FooTweets: a bilingual parallel corpus of World Cup tweets. In: LREC 2018 - 11th International Conference on Language Resources and Evaluation, 7-12 May 2018, Miyazaki, Japan. ISBN 979-10-95546-00-9 (2018)
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7	Semantic modelling and publishing of traditional data collection questionnaires and answers
	Abgaz, Yalemisew; Dorn, Amelie; Piringer, Barbara...
	In: Abgaz, Yalemisew orcid:0000-0002-3887-5342 , Dorn, Amelie, Piringer, Barbara orcid:0000-0001-9983-1362 , Wandl-Vogt, Eveline orcid:0000-0002-0802-0255 and Way, Andy orcid:0000-0001-5736-5930 (2018) Semantic modelling and publishing of traditional data collection questionnaires and answers. Information, 9 (12). pp. 1-24. ISSN 2078-2489 (2018)
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8	Incorporating deep visual features into multiobjective based multi-view search results clustering
	Mitra, Sayantan; Hasanuzzaman, Mohammed; Saha, Sriparna...
	In: Mitra, Sayantan, Hasanuzzaman, Mohammed orcid:0000-0003-1838-0091 , Saha, Sriparna and Way, Andy orcid:0000-0001-5736-5930 (2018) Incorporating deep visual features into multiobjective based multi-view search results clustering. In: 27th International Conference on Computational Linguistics, 20-26 Aug 2018, Santa Fe, NM, USA. (2018)
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9	Machine translation evaluation resources and methods: a survey
	Han, Lifeng
	In: Han, Lifeng orcid:0000-0002-3221-2185 (2018) Machine translation evaluation resources and methods: a survey. In: IPRC- Irish Postgraduate Research Conference, 8-9 Nov 2018, Dublin, Ireland. (2018)
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10	Getting gender right in neural machine translation
	Vanmassenhove, Eva; Hardmeier, Christian; Way, Andy
	In: Vanmassenhove, Eva orcid:0000-0003-1162-820X , Hardmeier, Christian and Way, Andy orcid:0000-0001-5736-5930 (2018) Getting gender right in neural machine translation. In: 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP2018), 30 Oct- 4 Nov 2018, Brussels, Belgium. (2018)
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11	Post-editing effort of a novel with statistical and neural machine translation
	Toral, Antonio; Wieling, Martijn; Way, Andy
	In: Toral, Antonio, Wieling, Martijn and Way, Andy orcid:0000-0001-5736-5930 (2018) Post-editing effort of a novel with statistical and neural machine translation. Frontiers in Digital Humanities, 5 (9). pp. 1-11. ISSN 2297-2668 (2018)
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12	Translating pro-drop languages with reconstruction models
	Tu, Zhaopeng; Shi, Shuming; Graham, Yvette...
	In: Wang, Longyue orcid:0000-0002-9062-6183 , Tu, Zhaopeng, Shi, Shuming, Zhang, Tong, Graham, Yvette and Liu, Qun orcid:0000-0002-7000-1792 (2018) Translating pro-drop languages with reconstruction models. In: Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18), 2–7 Feb 2018, New Orleans, LA, USA. ISBN 978-1-57735-800-8 (2018)
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13	Balancing translation quality and sentiment preservation
	Lohar, Pintu; Afli, Haithem; Way, Andy
	In: Lohar, Pintu, Afli, Haithem orcid:0000-0002-7449-4707 and Way, Andy orcid:0000-0001-5736-5930 (2018) Balancing translation quality and sentiment preservation. In: AMTA 2018, 17-21 Mar 2018, Boston, MA. USA. (2018)
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14	What level of quality can neural machine translation attain on literary text?
	Toral, Antonio; Way, Andy
	In: Toral, Antonio orcid:0000-0003-2357-2960 and Way, Andy orcid:0000-0001-5736-5930 (2018) What level of quality can neural machine translation attain on literary text? In: Moorkens, Joss orcid:0000-0003-4864-5986 , Castilho, Sheila orcid:0000-0002-8416-6555 , Gaspari, Federico orcid:0000-0003-3808-8418 and Doherty, S, (eds.) Translation Quality Assessment: From Principles to Practice. Machine Translation: Technologies and Applications book series (MATRA), 1 . Springer, Berlin/Heidelberg, 263 -287. ISBN 978-3-319-91240-0 (2018)
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15	Improving machine translation of educational content via crowdsourcing
	Behnke, Maximiliana; Miceli Barone, Antonio Valerio; Sennrich, Rico...
	In: Behnke, Maximiliana, Miceli Barone, Antonio Valerio, Sennrich, Rico, Sosoni, Vilelmini, Naskos, Thanasis, Takoulidou, Eirini, Stasimioti, Maria, Menno, van Zaanen, Castilho, Sheila orcid:0000-0002-8416-6555 , Gaspari, Federico orcid:0000-0003-3808-8418 , Georgakopoulou, Panayota orcid:0000-0001-9780-1813 , Kordoni, Valia, Egg, Markus and Kermanidis, Katia Lida orcid:0000-0002-3270-5078 (2018) Improving machine translation of educational content via crowdsourcing. In: LREC 2018 - 11th International Conference on Language Resources and Evaluation, Miyazaki, Japan. ISBN 979-10-95546-19-1 (2018)
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16	Eye-tracking as a measure of cognitive effort for post-editing of machine translation
	Moorkens, Joss
	In: Moorkens, Joss orcid:0000-0003-0766-0071 (2018) Eye-tracking as a measure of cognitive effort for post-editing of machine translation. In: Walker, Callum orcid:0000-0001-7949-5621 and Federici, Federico M. orcid:0000-0002-0057-0340 , (eds.) Eye Tracking and Multidisciplinary Studies on Translation. Benjamins Translation Library, 143 . John Benjamins, Amsterdam, pp. 55-69. ISBN 9789027201690 (2018)
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17	Reading comprehension of machine translation output: what makes for a better read?
	Castilho, Sheila; Guerberof Arenas, Ana
	In: Castilho, Sheila orcid:0000-0002-8416-6555 and Guerberof Arenas, Ana orcid:0000-0001-9820-7074 (2018) Reading comprehension of machine translation output: what makes for a better read? In: 21st Annual Conference of the European for Machine Translation, 28-30 May 2018, Alacant/Alicante, Spain. ISBN 978-84-09-01901-4 (2018)
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18	Post-editing effort of a novel with statistical and neural machine translation
	Toral, Antonio; Wieling, Martijn; Way, Andy
	In: Toral, Antonio orcid:0000-0003-2357-2960 , Wieling, Martijn orcid:0000-0003-0434-1526 and Way, Andy orcid:0000-0001-5736-5930 (2018) Post-editing effort of a novel with statistical and neural machine translation. Frontiers in Digital Humanities, 5 . ISSN 2297-2668 (2018)
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19	Fine-grained temporal orientation and its relationship with psycho-demographic correlates
	Bhattacharyya, Pushpak; Way, Andy; Hasanuzzaman, Mohammed...
	In: Kamila, Sabyasachi, Hasanuzzaman, Mohammed orcid:0000-0003-1838-0091 , Ekba, Asif, Bhattacharyya, Pushpak and Way, Andy orcid:0000-0001-5736-5930 (2018) Fine-grained temporal orientation and its relationship with psycho-demographic correlates. In: 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. (NAACL 2018), 1-6 June 2018, New Orleans, LA, USA. (2018)
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20	Extracting in-domain training corpora for neural machine translation using data selection methods
	Liu, Chao-Hong; Poncelas, Alberto; Way, Andy; Cruz Silva, Catarina
	In: Cruz Silva, Catarina, Liu, Chao-Hong orcid:0000-0002-1235-6026 , Poncelas, Alberto orcid:0000-0002-5089-1687 and Way, Andy orcid:0000-0001-5736-5930 (2018) Extracting in-domain training corpora for neural machine translation using data selection methods. In: Third Conference on Machine Translation (WMT), 31 Oct - 1 Nov 2018, Belgium, Brussels. (2018)
	Abstract: Data selection is a process used in selecting a subset of parallel data for the training of machine translation (MT) systems, so that 1) resources for training might be reduced, 2) trained models could perform better than those trained with the whole corpus, and/or 3) trained models are more tailored to specific domains. It has been shown that for statistical MT (SMT), the use of data selection helps improve the MT performance significantly. In this study, we reviewed three data selection approaches for MT, namely Term Frequency– Inverse Document Frequency, Cross-Entropy Difference and Feature Decay Algorithm, and conducted experiments on Neural Machine Translation (NMT) with the selected data using the three approaches. The results showed that for NMT systems, using data selection also improved the performance, though the gain is not as much as for SMT systems.
	Keyword: Machine translating
	URL: http://doras.dcu.ie/23338/
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