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1	Potential of Dedicated Language Processing Units in Computer Voice Interaction
	Tolman, Justin D; Wilson, H Greg, (Mentor)
	In: Idaho Conference on Undergraduate Research (2017)
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2	An outline of type-theoretical approaches to lexical semantics
	Cooper, Robin; Retoré, Christian
	In: ISSN: 2299-856X ; EISSN: 2299-8470 ; Journal of Language Modelling ; https://hal.archives-ouvertes.fr/hal-01802968 ; Journal of Language Modelling, Institute of Computer Science, Polish Academy of Sciences, Poland, 2017, 5 (2), pp.165-178. ⟨10.15398/jlm.v5i2.200⟩ (2017)
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3	Classifiers, Sorts, and Base Types in the Montagovian Generative Lexicon and Related Type Theoretical Frameworks for Lexical Compositional Semantics
	Mery, Bruno; Retoré, Christian
	In: Modern Perspectives in Type-Theoretical Semantics ; https://hal.archives-ouvertes.fr/hal-01471256 ; Modern Perspectives in Type-Theoretical Semantics, Studies in Linguistics and Philosophy (98), pp.163-188, 2017, 978-3-319-50422-3. ⟨10.1007/978-3-319-50422-3_7⟩ (2017)
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4	СОСТАВ И СТРУКТУРА КОРПУСА ТЕКСТОВ RUSSIAN DECEPTION BANK, ПРЕДНАЗНАЧЕННОГО ДЛЯ РАЗРАБОТКИ МЕТОДИК ДИАГНОСТИРОВАНИЯ ЛЖИ В РЕЧИ
	ЛИТВИНОВА ТАТЬЯНА АЛЕКСАНДРОВНА. - : Общество с ограниченной ответственностью «Международный центр науки и образования», 2017
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5	Domain adaptation for statistical machine translation and neural machine translation
	Zhang, Jian. - : Dublin City University. School of Computing, 2017. : Dublin City University. ADAPT, 2017
	In: Zhang, Jian orcid:0000-0001-5659-5865 (2017) Domain adaptation for statistical machine translation and neural machine translation. PhD thesis, Dublin City University. (2017)
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6	Detection of verbal multi-word expressions via conditional random fields with syntactic dependency features and semantic re-ranking
	Moreau, Erwan; Alsulaimani, Ashjan; Vogel, Carl...
	In: Maldonado, Alfredo orcid:0000-0001-8426-5249 , Han, Lifeng orcid:0000-0002-3221-2185 , Moreau, Erwan orcid:0000-0001-7692-526X , Alsulaimani, Ashjan, Chowdhury, Koel, Vogel, Carl orcid:0000-0001-8928-8546 and Liu, Qun orcid:0000-0002-7000-1792 (2017) Detection of verbal multi-word expressions via conditional random fields with syntactic dependency features and semantic re-ranking. In: 13th Workshop on Multiword Expressions (MWE 2017), Apr 2017, Valencia, Spain. (2017)
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7	Incorporating visual information into neural machine translation
	Calixto, Iacer. - : Dublin City University. School of Computing, 2017. : Dublin City University. ADAPT, 2017
	In: Calixto, Iacer (2017) Incorporating visual information into neural machine translation. PhD thesis, Dublin City University. (2017)
	Abstract: In this work, we study diﬀerent ways to enrich Machine Translation (MT) models using information obtained from images. Speciﬁcally, we propose diﬀerent models to incorporate images into MT by transferring learning from pre-trained convolutional neural networks (CNN) trained for classifying images. We use these pre-trained CNNs for image feature extraction, and use two diﬀerent types of visual features: global visual features, that encode an entire image into one single real-valued feature vector; and local visual features, that encode diﬀerent areas of an image into separate real-valued vectors, therefore also encoding spatial information. We ﬁrst study how to train embeddings that are both multilingual and multi-modal, and use global visual features and multilingual sentences for training. Second, we propose diﬀerent models to incorporate global visual features into state-of-the-art Neural Machine Translation (NMT): (i) as words in the source sentence, (ii) to initialise the encoder hidden state, and (iii) as additional data to initialise the decoder hidden state. Finally, we put forward one model to incorporate local visual features into NMT: (i) a NMT model with an independent visual attention mechanism integrated into the same decoder Recurrent Neural Network (RNN) as the source-language attention mechanism. We evaluate our models on the Multi30k, a publicly available, general domain data set, and also on a proprietary data set of product listings and images built by eBay Inc., which was made available for the purpose of this research. We report state-of-the-art results on the publicly available Multi30k data set. Our best models also signiﬁcantly improve on comparable phrase-based Statistical MT (PBSMT) models trained on the same data set, according to widely adopted MT metrics.
	Keyword: Artificial intelligence; Computational linguistics; Machine learning; Machine translating
	URL: http://doras.dcu.ie/21942/
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8	Dublin City University participation in the VTT track at TRECVid 2017
	O'Connor, Noel E.; Hu, Feiyan; Afli, Haithem...
	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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9	Machine translation of morphologically rich languages using deep neural networks
	Passban, Peyman. - : Dublin City University. School of Computing, 2017. : Dublin City University. ADAPT, 2017
	In: Passban, Peyman (2017) Machine translation of morphologically rich languages using deep neural networks. PhD thesis, Dublin City University. (2017)
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10	Entity linking for Tweets
	Basile, Pierpaolo; Caputo, Annalina
	In: Basile, Pierpaolo orcid:0000-0002-0545-1105 and Caputo, Annalina orcid:0000-0002-7144-8545 (2017) Entity linking for Tweets. Encyclopedia with Semantic Computing and Robotic Intelligence, 1 (1). pp. 1-9. ISSN 2529-7376 (2017)
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11	How do users perceive information: analyzing user feedback while annotating textual units
	Jones, Gareth J.F.; Arora, Piyush
	In: Arora, Piyush orcid:0000-0003-0055-345X and Jones, Gareth J.F. orcid:0000-0003-2923-8365 (2017) How do users perceive information: analyzing user feedback while annotating textual units. In: CHIIR 2017 Workshop on Supporting Complex Search Tasks, 11 Mar 2017, Oslo, Norway. (2017)
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12	Perspective Identification in Informal Text
	Elfardy, Hebatallah. - 2017
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13	Painting Pictures with Words - From Theory to System
	Coyne, Robert Eric. - 2017
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14	Resonances in Middle High German: New Methodologies in Prosody
	Hench, Christopher Leo. - : eScholarship, University of California, 2017
	In: Hench, Christopher Leo. (2017). Resonances in Middle High German: New Methodologies in Prosody. UC Berkeley: German. Retrieved from: http://www.escholarship.org/uc/item/13c6h2z2 (2017)
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15	Studies in Merovingian Latin Epigraphy and Documents
	Lemay, Eloise. - : eScholarship, University of California, 2017
	In: Lemay, Eloise. (2017). Studies in Merovingian Latin Epigraphy and Documents. UCLA: Indo-European Studies 0450. Retrieved from: http://www.escholarship.org/uc/item/7nq9b68r (2017)
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16	Language as a window into culture
	Srivastava, SB; Goldberg, A
	In: California Management Review, vol 60, iss 1 (2017)
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17	Evaluative language beyond bags of words: Linguistic insights and computational applications.
	Benamara, Farah; Taboada, Maite; Mathieu, Yannick
	In: ISSN: 0891-2017 ; EISSN: 1530-9312 ; Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-02540259 ; Computational Linguistics, Massachusetts Institute of Technology Press (MIT Press), 2017, 43 (1), pp.201-264. ⟨10.1162/COLI_a_00278⟩ (2017)
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18	Synthesizing Sign Language by connecting linguistically structured descriptions to a multi-track animation system
	Filhol, Michael; McDonald, John; Wolfe, Rosalee
	In: Lecture Notes in Computer Science ; 11th International Conference on Universal Access in Human-Computer Interaction (UAHCI 2017) held as Part of HCI International 2017 ; https://hal.archives-ouvertes.fr/hal-01849419 ; 11th International Conference on Universal Access in Human-Computer Interaction (UAHCI 2017) held as Part of HCI International 2017, Jul 2017, Vancouver, Canada. ⟨10.1007/978-3-319-58703-5_3⟩ ; http://2017.hci.international/uahci (2017)
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19	Neural architecture for temporal relation extraction: A Bi-LSTM approach for detecting narrative containers
	Tourille, J.; Ferret, Olivier; Tannier, X....
	In: Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics ; https://hal-cea.archives-ouvertes.fr/cea-01841667 ; Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, Jul 2017, Vancouver, Canada. pp.224-230, ⟨10.18653/v1/P17-2035⟩ (2017)
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20	Changes in the style and content of Australian election campaign speeches from 1901 to 2016: a computational linguistic analysis
	Dalvean, Michael Coleman
	In: ICAME Journal (2017)
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