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Phrase extraction and rescoring in statistical machine translation
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Srivastava, Ankit Kumar. - : Dublin City University. Centre for Next Generation Localisation (CNGL), 2014. : Dublin City University. School of Computing, 2014
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In: Srivastava, Ankit Kumar (2014) Phrase extraction and rescoring in statistical machine translation. PhD thesis, Dublin City University. (2014)
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Code mixing: a challenge for language identification in the language of social media
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In: Barman, Utsab, Das, Amitava orcid:0000-0003-3418-463X , Wagner, Joachim orcid:0000-0002-8290-3849 and Foster, Jennifer orcid:0000-0002-7789-4853 (2014) Code mixing: a challenge for language identification in the language of social media. In: First Workshop on Computational Approaches to Code Switching, 25 Oct 2014, Doha, Qatar. (2014)
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DCU: aspect-based polarity classification for SemEval task 4
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In: Wagner, Joachim orcid:0000-0002-8290-3849 , Arora, Piyush orcid:0000-0002-4261-2860 , Cortes, Santiago, Barman, Utsab, Bogdanova, Dasha, Foster, Jennifer orcid:0000-0002-7789-4853 and Tounsi, Lamia (2014) DCU: aspect-based polarity classification for SemEval task 4. In: International Workshop on Semantic Evaluation (SemEval-2014), 23-24 Aug 2014, Dublin, Ireland. ISBN 978-1-941643-24-2 (2014)
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DCU@FIRE-2014: fuzzy queries with rule-based normalization for mixed script information retrieval
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In: Ganguly, Debasis orcid:0000-0003-0050-7138 , Pal, Santanu and Jones, Gareth J.F. orcid:0000-0002-4033-9135 (2014) DCU@FIRE-2014: fuzzy queries with rule-based normalization for mixed script information retrieval. In: Forum for Information Retrieval Evaluation (FIRE 2014) workshop, 5-7 Dec 2014, Bangalore, India. (2014)
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Overview of the ShARe/CLEF eHealth evaluation lab 2014
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In: Kelly, Liadh orcid:0000-0003-1131-5238 , Goeuriot, Lorraine orcid:0000-0001-7491-1980 , Suominen, Hanna, Schreck, Tobias, Leroy, Gondy, Mowery, Danielle L., Velupillai, Sumithra, Chapman, Wendy, Martinez, David, Zuccon, Guido and Palotti, Joao (2014) Overview of the ShARe/CLEF eHealth evaluation lab 2014. In: Conference and Labs for the Evaluation Forum (CLEF 2014), 15-18 Sept 2014, Sheffield, UK. ISBN 978-3-319-11382-1 (2014)
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TriVis: visualising multivariate data from sentiment analysis
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In: Doyle, Maryanne, Smeaton, Alan F. orcid:0000-0003-1028-8389 and Bermingham, Adam (2014) TriVis: visualising multivariate data from sentiment analysis. In: 8th Annual Irish Human Computer Interaction (iHCI) conference, 1-2 Sept 2014, DCU, Dublin, Ireland. (2014)
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Statistical post-editing and quality estimation for machine translation systems
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In: Béchara, Hanna (2014) Statistical post-editing and quality estimation for machine translation systems. Master of Science thesis, Dublin City University. (2014)
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| 68 |
DCU at the NTCIR-11 SpokenQuery&Doc task
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In: Racca, David and Jones, Gareth J.F. orcid:0000-0002-4033-9135 (2014) DCU at the NTCIR-11 SpokenQuery&Doc task. In: NTCIR 11 Conference, 9-12 Dec 2014, Tokyo, Japan. (2014)
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| 69 |
Parallel FDA5 for fast deployment of accurate statistical machine translation systems
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In: Bicici, Ergun, Liu, Qun and Way, Andy orcid:0000-0001-5736-5930 (2014) Parallel FDA5 for fast deployment of accurate statistical machine translation systems. In: ACL 2014, Ninth Workshop on Statistical MachineTranslation, 26-27 June, 2014, Baltimore, USA. (2014)
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Formulating queries for collecting training examples in visual concept classification
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In: Albatal, Rami orcid:0000-0002-9269-8578 , McGuinness, Kevin orcid:0000-0003-1336-6477 , Hu, Feiyan orcid:0000-0001-7451-6438 and Smeaton, Alan F. orcid:0000-0003-1028-8389 (2014) Formulating queries for collecting training examples in visual concept classification. In: Proceedings of the Third Workshop on Vision and Language, 23 Aug 2014, Dublin, Ireland. ISBN 978-1-873769-28-1 (2014)
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Automatic prediction of text aesthetics and interestingness
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In: Ganguly, Debasis orcid:0000-0003-0050-7138 , Leveling, Johannes orcid:0000-0003-0603-4191 and Jones, Gareth J.F. orcid:0000-0002-4033-9135 (2014) Automatic prediction of text aesthetics and interestingness. In: 25th International Conference on Computational Linguistics (COLING 2014), 23-29 Aug 2014, Dublin, Ireland. (2014)
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Abstract:
This paper investigates the problem of automated text aesthetics prediction. The availability of user generated content and ratings, e.g. Flickr, has induced research in aesthetics prediction for non-text domains, particularly for photographic images. This problem, however, has yet not been explored for the text domain. Due to the very subjective nature of text aesthetics, it is dicult to compile human annotated data by methods such as crowd sourcing with a fair degree of inter-annotator agreement. The availability of the Kindle \popular highlights" data has motivated us to compile a dataset comprised of human annotated aesthetically pleasing and interesting text passages. We then undertake a supervised classication approach to predict text aesthetics by constructing real-valued feature vectors from each text passage. In particular, the features that we use for this classification task are word length, repetitions, polarity, part-of-speech, semantic distances; and topic generality and diversity. A traditional binary classication approach is not effective in this case because non-highlighted passages surrounding the highlighted ones do not necessarily represent the other extreme of unpleasant quality text. Due to the absence of real negative class samples, we employ the MC algorithm, in which training can be initiated with instances only from the positive class. On each successive iteration the algorithm selects new strong negative samples from the unlabeled class and retrains itself. The results show that the mapping convergence (MC) algorithm with a Gaussian and a linear kernel used for the mapping and convergence phases, respectively, yields the best results, achieving satisfactory accuracy, precision and recall values of about 74%, 42% and 54% respectively.
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Keyword:
Computational linguistics; Information retrieval
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URL: http://doras.dcu.ie/20379/
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Correlations between productivity and quality when post-editing in a professional context
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In: Guerberof Arenas, Ana orcid:0000-0001-9820-7074 (2014) Correlations between productivity and quality when post-editing in a professional context. Machine Translation, 28 (3-4). pp. 165-186. ISSN ISSN 0922-6567 (2014)
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The role of professional experience in post-editing from a quality and productivity perspective
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In: Guerberof Arenas, Ana orcid:0000-0001-9820-7074 (2014) The role of professional experience in post-editing from a quality and productivity perspective. In: O'Brien, Sharon orcid:0000-0003-4864-5986 , Winther Balling, Laura, Carl, Michael, Simard, Michel and Specia, Lucia, (eds.) Post-editing of Machien Translation: processes and applications. Cambridge Scholars Publishing, Newcastle upon Tyne, pp. 51-76. ISBN 978-1-4438-5476-4 (2014)
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Referential translation machines for predicting translation quality
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In: Bicici, Ergun and Way, Andy orcid:0000-0001-5736-5930 (2014) Referential translation machines for predicting translation quality. In: ACL 2014 9th workshop on statistical machine translation, 26-27 June 2014, Baltimore, USA. (2014)
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DCU search runs at MediaEval 2014 search and hyperlinking
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In: Racca, David and Jones, Gareth J.F. orcid:0000-0002-4033-9135 (2014) DCU search runs at MediaEval 2014 search and hyperlinking. In: MediaEval 2014 workshop, 16-17 Oct 2014, Barcelona, Spain. (2014)
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RTM-DCU: referential translation machines for semantic similarity
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In: Bicici, Ergun and Way, Andy orcid:0000-0001-5736-5930 (2014) RTM-DCU: referential translation machines for semantic similarity. In: SemEval-2014: Semantic Evaluation Exercises - International Workshop on Semantic Evaluation, 23-24 Aug 2014, DCU, Dublin, Ireland. (2014)
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| 77 |
АВТОМАТИЗАЦИЯ СОСТАВЛЕНИЯ ОЦЕНОЧНОГО СЛОВАРЯ ШИРОКОЙ ПРЕДМЕТНОЙ ОБЛАСТИ (ОПЫТ ИСПОЛЬЗОВАНИЯ НЕСПЕЦИАЛИЗИРОВАННОГО КОРПУСА ТЕКСТОВ)
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КУЛИКОВ СЕРГЕЙ ЮРЬЕВИЧ. - : Федеральное государственное бюджетное образовательное учреждение высшего образования «Иркутский национальный исследовательский технический университет», 2014
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Annotation, processing and visualization of functional-semantic information ; Gong neng yu yi xin xi de biao zhu, chu li ji ke shi hua ; 功能語義信息的標註, 處理及可視化
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A corpus-based study of encoding processes from the Japanese language to the English language ; Ji yu yu liao ku de Ri yu zhi Ying yu bian ma guo cheng yan jiu ; 基於語料庫的日語至英語編碼過程研究
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Logical Aspects of Computational Linguistics: 8th International Conference, LACL 2014, Toulouse, France, June 18-24, 2014. Proceedings
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In: ISSN: 0302-9743 ; Lecture Notes in Computer Science ; 8th International Conference on Logical Aspects of Computational Linguistics (LACL 2014) ; https://hal.archives-ouvertes.fr/hal-03246622 ; Asher, Nicholas; Soloviev, Sergei. 8th International Conference on Logical Aspects of Computational Linguistics (LACL 2014), Toulouse, France. Lecture Notes in Computer Science, 8535 (8535), Springer, 2014, Theoretical Computer Science and General Issues, 978-3-662-43741-4. ⟨10.1007/978-3-662-43742-1⟩ ; https://www.springer.com/gp/book/9783662437414 (2014)
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