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1
Extracting Arabic causal relations using linguistic patterns
Meziane, F; Sadek, J. - : ACM Digital Library, 2016
Abstract: Identifying semantic relations is a crucial step in discourse analysis and is useful for many applications in both language and speech technology. Automatic detection of Causal relations therefore has gained popularity in the literature within different frameworks. The aim of this paper is the automatic detection and extraction of Causal relations that are explicitly expressed in Arabic texts. To fulfill this goal, a Pattern Recognizer model was developed to signal the presence of cause-effect information within sentences from non-specific domain texts. This model incorporates approximately 700 linguistic patterns so that parts of the sentence representing the cause and those representing the effect can be distinguished. The patterns were constructed based on different sets of syntactic features by analyzing a large untagged Arabic corpus. In addition, the model was boosted with three independent algorithms to deal with certain types of grammatical particles that indicate causation. With this approach, the proposed model achieved an overall recall of 81% and a precision of 78%. Evaluation results revealed that the justification particles play a key role in detecting Causal relations.
Keyword: Digital Technology and the Creative Economy; Media
URL: http://usir.salford.ac.uk/id/eprint/36754/
http://usir.salford.ac.uk/id/eprint/36754/7/a14-sadek.pdf
https://doi.org/10.1145/2800786
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2
An architecture to support ultrasound report generation and standardisation
Zulkarnain, NZ; Crofts, GS; Meziane, F. - : International Conference on Health Informatics (HEALTHINF), 2015
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3
Getting under the skin-whitening cultures : discourses, rhetoric and representations across text types and media in Taiwan in the early 21st century
Lee, YJ. - 2014
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4
British Chinese short films : challenging the limits of the Sinophone
Willis, ATJ; Chan, F. - : Palgrave Macmillan, 2014
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5
Busting taboos : using idiomatic and linguistic subtleties in undressing questions of sociocultural amorality in Malaysian cinema
Dalan, R. - 2014
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6
Projecting the voice : audience responses to ICT-mediated contemporary opera
Lin, Y; Williams, AE. - : Taylor & Francis, 2014
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7
Scottish slang
Scott, MR. - : Routledge, 2014
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8
Computers and learner autonomy : trends and issues
Jarvis, HA. - : British Council, 2013
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9
From computer assisted language learning (CALL) to mobile assisted language use
Jarvis, HA; Achilleos, M. - : TESL-EJ, 2013
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10
Computer assisted language learning (CALL): Asian learners and users going beyond traditional frameworks
Jarvis, HA. - : Asian EFL Journal Press, 2013
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11
French studies : language and linguistics (2010)
Rowlett, PA. - : Maney, 2012
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12
Articulating British Chinese experiences on-screen: 'soursweet' and 'ping pong'
Willis, Andy; Chan, Felicia. - : Intellect, 2012
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13
Blind estimation of reverberation time in classrooms and hospital wards
Kendrick, P; Shiers, N; Conetta, R. - : Elsevier, 2012
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14
The neural string network: An interactive collaborative drawing ‘machine’
Sermon, PS. - 2012
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15
Neural string network at Shanghai University
Sermon, PS. - 2012
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16
Computers and learner autonomy : trends and issues
Jarvis, HA. - : The British Council, 2012
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17
Strange and wondrous words
James, G. - : National Association of Writers in Education, 2011
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18
"Golden venture", National Waterfront Museum, the National Industrial Museum of Wales, Swansea
Randall, J. - 2011
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19
Virtual, phenomenal, real, and mobile
Kreps, DGP. - 2011
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20
Evaluation of human-like anthropomorphism in the context of online bidding and affordances
Murano, P; Holt, PO. - : Journal of Computing, 2011
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