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A Two-Level Approach to Generate Synthetic Argumentation Reports
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In: ISSN: 1946-2166 ; EISSN: 1946-2174 ; Argument and Computation ; https://hal.archives-ouvertes.fr/hal-02191823 ; Argument and Computation, Taylor & Francis, 2018, 18 years of Computational Models of Natural Argument, 9 (2), pp.137-154. ⟨10.3233/AAC-180035⟩ ; https://content.iospress.com/articles/argument-and-computation/aac035 (2018)
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Knowledge-Driven Argument Mining Based on the Qualia Structure
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In: ISSN: 1946-2166 ; EISSN: 1946-2174 ; Argument and Computation ; https://hal.archives-ouvertes.fr/hal-02535069 ; Argument and Computation, Taylor & Francis, 2017, 8 (2), pp.193-210. ⟨10.3233/AAC-170124⟩ (2017)
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| 3 |
A Two-Level Approach to Generate Synthetic Argumentation Reports
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In: 17th Workshop on Computational Models of Natural Argumentation (CMNA@ICAIL 2017) ; https://hal.archives-ouvertes.fr/hal-02603764 ; 17th Workshop on Computational Models of Natural Argumentation (CMNA@ICAIL 2017), Jun 2017, Londres, United Kingdom (2017)
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Abstract:
International audience ; Given a controversial issue, a major challenge in argument mining is to organize the arguments which have been mined to generate a synthesis that is readable, synthetic enough and relevant for various types of users. Based on the Generative Lexicon (GL) Qualia structure, which is a kind of lexical and knowledge repository, that we have enhanced in different manners and associated with inferences and language patterns, we show how to construct a synthesis that outlines the typical elements found in arguments. We propose a two-level approach: a synthesis of the propositions that have been mined, and navigation facilities that allow users to access arguments, structured in clusters, in order to get more details. This approach contributes to characterize why and how propositions support or attack an issue or some facets of that issue.
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Keyword:
[INFO.INFO-LO]Computer Science [cs]/Logic in Computer Science [cs.LO]; Argument mining; Generative Lexicon Qualia Structure; Knowledge representation; Natural language processing
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URL: https://hal.archives-ouvertes.fr/hal-02603764/document
https://hal.archives-ouvertes.fr/hal-02603764/file/saintdizier_22213.pdf
https://hal.archives-ouvertes.fr/hal-02603764
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Argument Mining: The bottleneck of knowledge and language resources
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In: Proceedings of the 10th International Conference on Language Resources and Evaluation ; 10th International Conference on Language Resources and Evaluation (LREC 2016) ; https://hal.archives-ouvertes.fr/hal-01436203 ; 10th International Conference on Language Resources and Evaluation (LREC 2016), May 2016, Portoroz, Slovenia. pp. 983-990 (2016)
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Knowledge-Driven Argument Mining: what we learn from corpus analysis
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In: Proceedings of COMMA 2016 ; 6th International Conference on Computational Models of Argument (COMMA 2016) ; https://hal.archives-ouvertes.fr/hal-01436201 ; 6th International Conference on Computational Models of Argument (COMMA 2016), Sep 2016, Potsdam, Germany. pp. 65-72 (2016)
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Communicating cognitive agents: modeling and formalization
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In: https://hal-univ-tlse3.archives-ouvertes.fr/tel-03484173 ; Artificial Intelligence [cs.AI]. Université Toulouse 3 Paul Sabatier, 2015 (2015)
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Computational pragmatics : time, space and discourse ; Phénomènes contextuels en TAL: temps, espace et discours
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In: https://hal-univ-tlse3.archives-ouvertes.fr/tel-03284109 ; Computation and Language [cs.CL]. UT3 Paul Sabatier, France, 2014 (2014)
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On the quality of persuasion dialogs
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In: ISSN: 0860-150X ; Studies in Logic, Grammar and Rhetoric ; https://hal.archives-ouvertes.fr/hal-03324538 ; Studies in Logic, Grammar and Rhetoric, Polish Society for Logic and Philosophy of Science, 2011, Special issue Argument and Computation, 23 (36), pp.69-98 (2011)
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Seeing, knowing, doing: case studies in modal logic ; Voir, savoir, faire : une étude de cas en logique modale
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In: https://tel.archives-ouvertes.fr/tel-00609903 ; Modélisation et simulation. Université Paul Sabatier - Toulouse III, 2010. Français (2010)
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| 10 |
A three-level approach to the semantics of space
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In: The semantics of prepositions: from mental processing to natural language processing ; https://hal.archives-ouvertes.fr/hal-00462578 ; Cornelia Zelinsky-Wibbelt. The semantics of prepositions: from mental processing to natural language processing, Mouton de Gruyter, pp.395-439, 1993, Natural Language Processing 3 (1993)
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