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Identifying complaints from product reviews: a case study on Hindi
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In: Singh, Raghvendra Pratap, Haque, Rejwanul orcid:0000-0003-1680-0099 , Hasanuzzaman, Mohammed orcid:0000-0003-1838-0091 and Way, Andy orcid:0000-0001-5736-5930 (2020) Identifying complaints from product reviews: a case study on Hindi. In: 28th Irish Conference on Artificial Intelligence and Cognitive Science, 7-8 Dec 2020, Dublin, Ireland. (2020)
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English WordNet Taxonomic Random Walk Pseudo-Corpora
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In: Conference papers (2020)
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Synthetic, Yet Natural: Properties of WordNet Random Walk Corpora and the impact of rare words on embedding performance
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In: Conference papers (2019)
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The Observable Representation
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In: Entropy ; Volume 21 ; Issue 3 (2019)
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Short Text Feature Extraction via Node Semantic Coupling and Graph Structures
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In: IFIP Advances in Information and Communication Technology ; 10th International Conference on Intelligent Information Processing (IIP) ; https://hal.inria.fr/hal-02197797 ; 10th International Conference on Intelligent Information Processing (IIP), Oct 2018, Nanning, China. pp.173-182, ⟨10.1007/978-3-030-00828-4_18⟩ (2018)
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Statistical physics of language evolution : the grammaticalization phenomenon ; Physique statistique de l'évolution des langues : le cas de la grammaticalisation
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In: https://tel.archives-ouvertes.fr/tel-01753835 ; Physics [physics]. Université Paris sciences et lettres, 2017. English. ⟨NNT : 2017PSLEE039⟩ (2017)
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PageRank Induced Topology for Real-World Networks
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In: https://hal.archives-ouvertes.fr/hal-01322040 ; 2016 (2016)
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Comparing and Fusing Terrain Network Information
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In: Scalable Uncertainty Management 6th International Conference, SUM 2012, Marburg, Germany, September 17-19, 2012, Proceedings ; Sixth International Conference on Scalable Uncertainty Management (SUM 2012) ; https://hal.archives-ouvertes.fr/hal-00992033 ; Sixth International Conference on Scalable Uncertainty Management (SUM 2012), Sep 2012, Marburg, Germany. pp.459--472, ⟨10.1007/978-3-642-33362-0_35⟩ ; https://link.springer.com/chapter/10.1007%2F978-3-642-33362-0_35 (2012)
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Random Walk on WordNet to Measure Lexical Semantic Relatedness
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In: http://www.d.umn.edu/~tpederse/Pubs/yanbo-report.pdf (2011)
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A Thesaurus-Based Semantic Classification of English Collocations
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In: http://wing.comp.nus.edu.sg/~antho/O/O09/O09-5002.pdf (2009)
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Abstract:
Researchers have developed many computational tools aimed at extracting collocations for both second language learners and lexicographers. Unfortunately, the tremendously large number of collocates returned by these tools usually overwhelms language learners. In this paper, we introduce a thesaurus-based semantic classification model that automatically learns semantic relations for classifying adjective-noun (A-N) and verb-noun (V-N) collocations into different thesaurus categories. Our model is based on iterative random walking over a weighted graph derived from an integrated knowledge source of word senses in WordNet and semantic categories of a thesaurus for collocation classification. We conduct an experiment on a set of collocations whose collocates involve varying levels of abstractness in the collocation usage box of Macmillan English Dictionary. Experimental evaluation with a collection of 150 multiple-choice questions commonly used as a similarity benchmark in the TOEFL synonym test shows that a thesaurus structure is successfully imposed to help enhance collocation production for L2 learners. As a result, our methodology may improve the effectiveness of state-of-the-art collocation reference tools concerning the aspects of language understanding and learning, as well as lexicography.
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Keyword:
Academia Sinica; Collocations; Meaning Access Index and WordNet. CLCLP; Random Walk Algorithm; Semantic Classification; Semantic Relations; Taipei; TIGP
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URL: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.396.7263 http://wing.comp.nus.edu.sg/~antho/O/O09/O09-5002.pdf
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Query expansion using random walk models
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In: http://www.cs.cmu.edu/~callan/Papers/cikm05-kct.pdf (2005)
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Media theory
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In: http://userwww.sfsu.edu/~sergei/MediaTheory.pdf (2002)
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Formalizing Triggers: A Learning Model for Finite Spaces
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In: DTIC AND NTIS (1993)
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A Thesaurus-Based Semantic Classification of English Collocations
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In: http://www.aclclp.org.tw/rocling/2008/OS1_3.pdf
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Measuring the Similarity between TV Programs Using Semantic Relations
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In: http://aclweb.org/anthology/C/C12/C12-1180.pdf
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Extending query translation to cross-language query expansion with markov chain models
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In: http://www.iro.umontreal.ca/~nie/Publication/cao-cikm07.pdf
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2008. Multi-document summarization using cluster-based link analysis
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In: http://www.cs.fiu.edu/%7Elli003/Sum/SIGIR/2008/2.pdf
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Extending query translation to cross-language query expansion with markov chain models
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In: http://www.iro.umontreal.ca/~nie/Publication/Cao-CIKM-07.pdf
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A Novel Bangla Text Corpus Building Method for Efficient Information Retrieval
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In: http://ijcit.org/jcit_papers/vol-1_no-1/JCIT-100708.pdf
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