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Towards explaining natural language arguments with background knowledge
Hulpus, Ioana
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Kobbe, Jonathan
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Becker, Maria
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Opitz, Juri
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Hirst, Graeme
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Meilicke, Christian
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Nastase, Vivi
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Stuckenschmidt, Heiner
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Frank, Anette
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URL:
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http://ceur-ws.org/Vol-2465/semex_paper3.pdf
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Additional URL:
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http://ceur-ws.org/Vol-2465/
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Document Type:
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Conference or workshop publication
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Year of publication:
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2019
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Book title:
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PROFILES-SEMEX 2019 : Joint Proceedings of the 6th International Workshop on Dataset PROFlLing and Search & the 1st Workshop on Semantic Explainability co-loc. with 18th International Semantic Web Conference (ISWC 2019) Auckland, NZ, Oct. 27, 2019
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The title of a journal, publication series:
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CEUR Workshop Proceedings
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Volume:
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2465
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Page range:
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62-77
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Conference title:
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1st Workshop on Semantic Explainability
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Location of the conference venue:
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Auckland, New Zealand
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Date of the conference:
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27.10.2019
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Publisher:
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Demidova, Elena
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Place of publication:
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Aachen, Germany
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Publishing house:
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RWTH Aachen
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ISSN:
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1613-0073
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Publication language:
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English
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Institution:
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School of Business Informatics and Mathematics > Practical Computer Science II: Artificial Intelligence (Stuckenschmidt 2009-)
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Subject:
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004 Computer science, internet
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Abstract:
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In this paper, we propose the task of argument explicitation, a task that makes the structure of a natural language argument explicit, as well as the background knowledge the argument is built on, in the form of implicit premises or contextual knowledge. The purpose of argument explicitation is to support the understanding of an argument by providing users with an end-to-end analysis that offers a critical assessment of arguments including identification of argument weaknesses. Besides, the results of the argument explicitation process can be used by machines to retrieve similar arguments as well as counter-arguments. We propose a framework for argumentation mining sub-tasks that by now have mostly been treated separately in the literature. We identify the challenves this task entails, while at the same time highlighting the opportunities brought by the recent development of structured, external knowledge sources.
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 | Dieser Eintrag ist Teil der Universitätsbibliographie. |
 Search Authors in
BASE:
Hulpus, Ioana
;
Kobbe, Jonathan
;
Becker, Maria
;
Opitz, Juri
;
Hirst, Graeme
;
Meilicke, Christian
;
Nastase, Vivi
;
Stuckenschmidt, Heiner
;
Frank, Anette
Google Scholar:
Hulpus, Ioana
;
Kobbe, Jonathan
;
Becker, Maria
;
Opitz, Juri
;
Hirst, Graeme
;
Meilicke, Christian
;
Nastase, Vivi
;
Stuckenschmidt, Heiner
;
Frank, Anette
ORCID:
Hulpus, Ioana, Kobbe, Jonathan, Becker, Maria, Opitz, Juri, Hirst, Graeme, Meilicke, Christian  ORCID: https://orcid.org/0000-0002-0198-5396, Nastase, Vivi, Stuckenschmidt, Heiner ORCID: https://orcid.org/0000-0002-0209-3859 and Frank, Anette
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