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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 3 4 5 6 7 8 9 10...60 Hits 101 – 120 of 1.194 101 A hybrid Persian sentiment analysis framework: Integrating dependency grammar based rules and deep neural networks Dashtipour, Kia; Gogate, Mandar; Li, Jingpeng; Jiang, Fengling; Kong, Bin; Hussain, Amir. - : Elsevier, 2019 Abstract: Social media hold valuable, vast and unstructured information on public opinion that can be utilized to improve products and services. The automatic analysis of such data, however, requires a deep understanding of natural language. Current sentiment analysis approaches are mainly based on word co-occurrence frequencies, which are inadequate in most practical cases. In this work, we propose a novel hybrid framework for concept-level sentiment analysis in Persian language, that integrates linguistic rules and deep learning to optimize polarity detection. When a pattern is triggered, the framework allows sentiments to flow from words to concepts based on symbolic dependency relations. When no pattern is triggered, the framework switches to its subsymbolic counterpart and leverages deep neural networks (DNN) to perform the classification. The proposed framework outperforms state-of-the-art approaches (including support vector machine, and logistic regression) and DNN classifiers (long short-term memory, and Convolutional Neural Networks) with a margin of 10–15% and 3–4% respectively, using benchmark Persian product and hotel reviews corpora. Keyword: Deep learning; Dependency-based rules; Low-Resource natural language processing; Persian sentiment analysis URL: http://researchrepository.napier.ac.uk/Output/2765743 https://doi.org/10.1016/j.neucom.2019.10.009 BASE Hide details 102 The Agreement Theta Generalization Polinsky, Maria; Preminger, Omer In: Glossa: a journal of general linguistics; Vol 4, No 1 (2019); 102 ; 2397-1835 (2019) BASE Show details 103 The status of function words in dependency grammar: A critique of Universal Dependencies (UD) Osborne, Timothy; Gerdes, Kim In: Glossa: a journal of general linguistics; Vol 4, No 1 (2019); 17 ; 2397-1835 (2019) BASE Show details 104 On the nature of the discourse effect on extraction in Japanese Yano, Masataka In: Glossa: a journal of general linguistics; Vol 4, No 1 (2019); 90 ; 2397-1835 (2019) BASE Show details 105 Assessment of meta-modeling knowledge: Learning from triadic concepts of models in the philosophy of science Krell, Moritz. - : Humboldt-Universität zu Berlin, 2019 BASE Show details 106 Automatic syntactic analysis of learner English ... Huang, Yan. - : Apollo - University of Cambridge Repository, 2019 BASE Show details 107 Parsimonious Vole : a Systemic Functional Parser for English ... Costetchi, Eugeniu. - : Universität Bremen, 2019 BASE Show details 108 Predictive Dependency Parsing ; Vorhersagendes Dependenzparsing Köhn, Arne. - : Staats- und Universitätsbibliothek Hamburg Carl von Ossietzky, 2019 BASE Show details 109 The intonation of the Q-marking construction: A comparison of Hungarian and Slovenian Mycock, L. - 2019 BASE Show details 110 Quantificational DP arguments of opaque predicates in German Haslinger, Nina. - 2019 BASE Show details 111 GCN-Sem at SemEval-2019 Task 1: Semantic Parsing using Graph Convolutional and Recurrent Neural Networks Može, Sara; Rohanian, Omid; Taslimipoor, Shiva. - : Association for Computational Linguistics, 2019 BASE Show details 112 A Hybrid Persian Sentiment Analysis Framework: Integrating Dependency Grammar Based Rules and Deep Neural Networks Dashtipour, Kia; Gogate, Mandar; Li, Jingpeng. - : Elsevier, 2019 BASE Show details 113 The Agreement Theta Generalization Polinsky, Maria; Preminger, Omer. - : Ubiquity Press, 2019 BASE Show details 114 Colorless green recurrent networks dream hierarchically Gulordava, Kristina; Bojanowski, Piotr; Grave, Edouard... In: Proceedings of the Society for Computation in Linguistics (2019) BASE Show details 115 Empty Categories Help Parse the Overt Sun, Weiwei In: Proceedings of the Society for Computation in Linguistics (2019) BASE Show details 116 Beyond Length: Investigating Dependency Distance Across L2 Modalities and Proficiency Levels Yan Hengbin; Li Yinghui In: Open Linguistics, Vol 5, Iss 1, Pp 601-614 (2019) (2019) BASE Show details 117 Dependency and directionality Dikken, Marcel den. - Cambridge [u.a.] : Cambridge Univ. Press, 2018 Leibniz-Zentrum Allgemeine Sprachwissenschaft Show details 118 Syntaxtheorien : Analysen im Vergleich Hagemann, Jörg (Herausgeber); Staffeldt, Sven (Herausgeber). - Tübingen : Stauffenburg Verlag, 2018 BLLDB UB Frankfurt Linguistik Show details 119 Quantitative Analysis of Dependency Structures Jiang, Jingyang; Liu, Haitoo. - Berlin. Boston : Quantitative Linguistics, 2018 IDS Bibliografie zur deutschen Grammatik Show details 120 Valenz und Dependenz, Theorie und Praxis Katny, Andrzej (Hrsg.). - Gdańsk : Wydawnictwa Uniwersytetu Gdańskiego, 2018 IDS Bibliografie zur deutschen Grammatik Show details Page: 1 2 3 4 5 6 7 8 9 10...60

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