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Transforming UNL graphs in OWL representations ...
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Abstract:
Extracting formal knowledge (ontologies) from natural language is a challenge that can benefit from a (semi-) formal linguistic representation of texts, at the semantic level. We propose to achieve such a representation by implementing the Universal Networking Language (UNL) specifications on top of RDF. Thus, the meaning of a statement in any language will be soundly expressed as a RDF-UNL graph that constitutes a middle ground between natural language and formal knowledge. In particular, we show that RDF-UNL graphs can support content extraction using generic SHACL rules and that reasoning on the extracted facts allows detecting incoherence in the original texts. This approach is experimented in the UNseL project that aims at extracting ontological representations from system requirements/specifications in order to check that they are consistent, complete and unambiguous. Our RDF-UNL implementation and all code for the working examples of this paper are publicly available under the CeCILL-B license at ...
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Keyword:
Artificial Intelligence cs.AI; FOS Computer and information sciences
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URL: https://arxiv.org/abs/2201.04841
https://dx.doi.org/10.48550/arxiv.2201.04841
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System requirements analysis in the UNseL project ; Analyse d'exigences systèmes dans le projet UNseL
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In: https://hal.archives-ouvertes.fr/hal-03475408 ; 2021 (2021)
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Development of a classifiers/quantifiers dictionary towards French-Japanese MT ...
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Une nouvelle architecture intégrant les données lexicales générales, terminologiques et « situées » : Pivax-3
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In: Terminology & Ontology: Theories and applications TOTh 2017 ; https://hal.archives-ouvertes.fr/hal-01712276 ; Terminology & Ontology: Theories and applications TOTh 2017, Jun 2017, Chambéry, France (2017)
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Handbook Twitter for Research, 2015 / 2016
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In: https://hal.archives-ouvertes.fr/hal-01257444 ; France. EMLYON Press, 2016, 978-1523263394. ⟨10.5281/zenodo.44882⟩ (2016)
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A generic and open framework for multiword expressions treatment : from acquisition to applications
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A generic and open framework for multiword expressions treatment : from acquisition to applications
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Methods to computerize "little equipped" languages and groups of languages ; Méthodes pour informatiser les langues et les groupes de langues « peu dotées »
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In: https://tel.archives-ouvertes.fr/tel-00006313 ; Autre [cs.OH]. Université Joseph-Fourier - Grenoble I, 2004. Français (2004)
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Coedition Language <-> UNL to share the postedition among languages in a multilingual document ; La coédition langue <->UNL pour partager la révision entre langues d'un document multilingue
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In: https://tel.archives-ouvertes.fr/tel-00007517 ; Autre [cs.OH]. Université Joseph-Fourier - Grenoble I, 2004. Français (2004)
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Proceedings of the COLING 2004 Post Conference Workshop on Multilingual Linguistic Ressources MLR2004
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In: https://hal.archives-ouvertes.fr/hal-00965802 ; Sérasset Gilles and Armstrong Susan and Boitet Christian and Popescu-Belis Andrei and Tufis Dan. COLING, pp.125, 2004 (2004)
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XML Translation Workflow
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In: Machine Translation Summit IX ; https://hal.inria.fr/inria-00487747 ; Machine Translation Summit IX, Sep 2003, New Orleans, United States (2003)
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UNL Lexical Selection with Conceptual Vectors
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In: LREC'02: Languages Resources and Evaluation ; https://hal-lirmm.ccsd.cnrs.fr/lirmm-00268622 ; LREC'02: Languages Resources and Evaluation, May 2002, Las Palmas, Canary Islands, Spain. pp.P/N (2002)
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