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A Two-Level Approach to Generate Synthetic Argumentation Reports
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
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)
Abstract: International audience ; Given a controversial issue, argument mining from texts in natural language is extremely challenging: besides linguistic aspects, domain knowledge is often required together with appropriate forms of inferences to identify arguments. Via the analysis of various corpora, this contribution explores the types of knowledge that are required to develop an efficient argument mining system. We show that the Qualia structure of the Generative Lexicon with some extensions and a specific interpretation has some expressive capabilities which are appropriate for this task.
Keyword: [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; Argument mining; Generative Lexicon qualia structure; Knowledge representation; Natural language processing
URL: https://doi.org/10.3233/AAC-170124
https://hal.archives-ouvertes.fr/hal-02535069/document
https://hal.archives-ouvertes.fr/hal-02535069/file/Saint-Dizier_22216.pdf
https://hal.archives-ouvertes.fr/hal-02535069
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A Two-Level Approach to Generate Synthetic Argumentation Reports
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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