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Collecting and using race and ethnicity information in linguistic studies
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Modeling Clausal Complementation for a Grammar Engineering Resource
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In: Proceedings of the Society for Computation in Linguistics (2019)
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Incorporating deep visual features into multiobjective based multi-view search results clustering
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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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Abstract:
Current paper explores the use of multi-view learning for search result clustering. A web-snippet can be represented using multiple views. Apart from textual view cued by both the semantic and syntactic information, a complementary view extracted from images contained in the websnippets is also utilized in the current framework. A single consensus partitioning is finally obtained after consulting these two individual views by the deployment of a multi-objective based clustering technique. Several objective functions including the values of a cluster quality measure evaluating the goodness of partitionings obtained using different views and an agreementdisagreement index, quantifying the amount of oneness among multiple views in generating partitionings are optimized simultaneously using AMOSA. In order to detect the number of clusters automatically, concepts of variable length solutions and a vast range of permutation operators are introduced in the clustering process. Finally a set of alternative partitionings are obtained on the final Pareto front by the proposed multi-view based multi-objective technique. Experimental results by the proposed approach on several bench-mark test datasets with respect to different performance metrics evidently establish the power of visual and text based views in achieving better search result clustering.
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Keyword:
Machine translating
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URL: http://doras.dcu.ie/23349/
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Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs
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Challenges and opportunities of applying natural language processing in business process management
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Are We There Yet?: The Development of a Corpus Annotated for Social Acts in Multilingual Online Discourse
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In: Dialogue & Discourse; Vol 4 No 2 (2013); 1-33 ; 2152-9620 (2013)
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Deriving a lexicon for a precision grammar from language documentation resources: a case study of Chintang ...
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Deriving a lexicon for a precision grammar from language documentation resources: a case study of Chintang
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In: Bender, Emily M; Schikowski, Robert; Bickel, Balthasar (2012). Deriving a lexicon for a precision grammar from language documentation resources: a case study of Chintang. In: Kay, M; Boitet, C. Proceedings of the 24th International Conference on Computational Linguistics (COLING). Mumbai: Association for Computational Linguistics, 247-262. (2012)
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From IGT to precision grammar: French verbal morphology
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In: LSA Annual Meeting Extended Abstracts; Vol 3: LSA Annual Meeting Extended Abstracts 2012; 9:1-5 ; 2377-3367 (2012)
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C4 grammaticography colloquium: From database to treebank: Enhancing a hypertext grammar with grammar engineering
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