A Two-Level Approach to Generate Synthetic Argumentation Reports

Patrick Saint Dizier (1)

1 IRIT-ADRIA - Argumentation, Décision, Raisonnement, Incertitude et Apprentissage

Given a controversial issue, a major challenge in argumentmining is to organize the arguments which have been minedto generate a synthesis that is readable, synthetic enough andrelevant for various types of users. Based on the GenerativeLexicon (GL) Qualia structure, which is a kind of lexicaland knowledge repository, that we have enhanced in di↵erentmanners and associated with inferences and language pat-terns, we show how to construct a synthesis that outlines thetypical elements found in arguments. We propose a two-levelapproach: a synthesis of the arguments that have been minedand navigation facilities that allow to access the argumentcontents in order to get more details.

Mots clés: Argument mining; Natural language processing; Knowledge representation; Generative Lexicon Qualia Structure

Domaines: Logique en informatique [cs.LO]

Patrick Saint Dizier. A Two-Level Approach to Generate Synthetic Argumentation Reports. Argument and Computation, 2018, 18 years of Computational Models of Natural Argument, 9 (2), pp.137-154. ⟨10.3233/AAC-180035⟩. ⟨hal-02191823⟩