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Self-Referent Pronouns, Self-Focus, and Depressive Symptoms in Adolescence
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In: Honors College (2022)
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The Form in Formal Thought Disorder: A Model of Dyssyntax in Semantic Networking
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In: AI; Volume 3; Issue 2; Pages: 353-370 (2022)
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In Between Description and Prescription: Analysing Metalanguage in Normative Works on Dutch 1550–1650
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In: Languages; Volume 7; Issue 2; Pages: 89 (2022)
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The value of audio description for the therapy of speech-communicative disorders
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Zabrocka, Monika. - : Universidad de Castilla-La Mancha: Colegio Oficial de Logopedas de Castilla-La Mancha, 2022. : Universidad Complutense de Madrid: Facultad de Psicología, 2022
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Museum, audio description and tactile resources for visually impaired people: accessibility of Room Aldemir Martins at UFC’s Museum of Art (MAUC)
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In: Entrepalavras; v. 11, n. 3 (11): Linguagem e Tecnologia; 12-31 (2022)
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Italian poi as a trigger of expressive presupposition
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In: Proceedings of the Linguistic Society of America; Vol 7, No 1 (2022): Proceedings of the Linguistic Society of America; 5269 ; 2473-8689 (2022)
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Ontology as neuronal-space manifold: Towards symbolic and numerical artificial embedding
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In: KRHCAI 2021 Workshop on Knowledge Representation for Hybrid & Compositional AI @ KR2021 ; https://hal.inria.fr/hal-03360307 ; KRHCAI 2021 Workshop on Knowledge Representation for Hybrid & Compositional AI @ KR2021, Nov 2021, Hanoi, Vietnam (2021)
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Ontology as neuronal-space manifold: Towards symbolic and numerical artificial embedding
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In: KRHCAI 2021 Workshop on Knowledge Representation for Hybrid & Compositional AI @ KR2021 ; https://hal.inria.fr/hal-03360307 ; KRHCAI 2021 Workshop on Knowledge Representation for Hybrid & Compositional AI @ KR2021, Nov 2021, Hanoi, Vietnam (2021)
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Ontology as neuronal-space manifold: Towards symbolic and numerical artificial embedding
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In: KRHCAI 2021 Workshop on Knowledge Representation for Hybrid & Compositional AI @ KR2021 ; https://hal.inria.fr/hal-03360307 ; KRHCAI 2021 Workshop on Knowledge Representation for Hybrid & Compositional AI @ KR2021, Nov 2021, Hanoi, Vietnam (2021)
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Abstract:
International audience ; Some human cognitive tasks may involve tightly interleaved logical and numerical computations. On the one hand, ontologies allow us to describe symbolic structured knowledge and perform logical inference, providing a rather natural representation of human reasoning as modeled in cognitive psychology. On the other hand, spiking neural networks are a biologically plausible implementation of processing in brain circuits, yet they process numeric vectors rather than symbolic data. Unifying these symbolic and sub-symbolic approaches is still a wide and open question, and the Semantic Pointer Architecture (SPA) based on the Vector Symbolic Architecture (VSA) provides a way to manipulate symbols embedded as numeric vectors that carry semantic information. In this paper, as a step towards filling the symbolic/numerical gap, we propose to map an ontology onto a SPA-based architecture with a preliminary partial implementation into spiking neural networks. More specifically, we focus on ontology standards used in the semantic web such as Resource Description Framework [Schema] (RDF[S]) and the Web Ontology Language (OWL). We provide a detailed implementation example in the case of specific RDFS entailments based on predicate chaining. To that end, we used the neural simulator Nengo with two associative memories in interaction, the first one storing assertions and the second one storing entailment rules. Reporting interesting formal results, our embedding enjoys intrinsic properties allowing semantic reasoning through distributed numerical computing. This original preliminary work thus combines symbolic and numerical approaches for cognitive modeling, which might be useful to model some complex human tasks such as ill-defined problem-solving, involving neuronal knowledge manipulation.
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Keyword:
[INFO]Computer Science [cs]; [SCCO]Cognitive science; Neural Engineering Framework; Neurosymbolism; Ontology; Resource Description Framework; Semantic Pointer Architecture; Vector Symbolic Architecture
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URL: https://hal.inria.fr/hal-03360307v2/file/AIDE_KRHCAI_KR_2021.pdf https://hal.inria.fr/hal-03360307v2/document https://hal.inria.fr/hal-03360307
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Chains of influence in Himalayan grammars: models and interrelations shaping descriptions of Tibeto-Burman languages of Nepal
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In: ISSN: 0024-3949 ; EISSN: 1613-396X ; Linguistics ; https://hal.archives-ouvertes.fr/hal-01899141 ; Linguistics, De Gruyter, 2021, 59 (1), pp.207-245 (2021)
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Glottal Sounds in Korebaju
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In: Interspeech 2021 - 22nd Annual Conference of the International Speech Communication Association ; https://hal.archives-ouvertes.fr/hal-03337770 ; Interspeech 2021 - 22nd Annual Conference of the International Speech Communication Association, Aug 2021, Brno, Czech Republic. pp.1011-1014, ⟨10.21437/Interspeech.2021-1417⟩ (2021)
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Le Croissant linguistique : entre oc, oïl et franco-provençal ; Le Croissant linguistique : entre oc, oïl et franco-provençal: Des mots à la grammaire, des parlers aux aires
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In: https://halshs.archives-ouvertes.fr/halshs-03379907 ; L'Harmattan, 2021, Collection "Les Parlers du Croissant", 978-2-343-23050-4 ; https://www.editions-harmattan.fr/livre-le_croissant_linguistique_entre_oc_oil_et_francoprovencal_des_mots_a_la_grammaire_des_parlers_aux_aires_louise_esher_maximilien_guerin_nicolas_quint_michela_russo-9782343230504-71290.html (2021)
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MultiTraiNMT: training materials to approach neural machine translation from scratch ; MultiTraiNMT: des outils pour se former à la traduction automatique neuronale
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In: TRITON 2021 (Translation and Interpreting Technology Online) ; https://hal.archives-ouvertes.fr/hal-03272570 ; TRITON 2021 (Translation and Interpreting Technology Online), Jul 2021, Online, United Kingdom (2021)
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Un des plus anciens corpus textuels en marchois
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In: Patoiseries de "La Soutrane" ; https://halshs.archives-ouvertes.fr/halshs-03379986 ; Patoiseries de "La Soutrane", L'Harmattan, pp.11-38, 2021, 978-2-343-24350-4 ; https://www.editions-harmattan.fr/livre-patoiseries_de_la_soutrane_marcel_remy-9782343243504-71344.html (2021)
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Dealing with Variation in Audio Description Scripts ; Gestion de la variation dans des scripts d'audiodescription ; : Umgang mit Variation in Audiodeskriptionsskripten
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In: https://hal.archives-ouvertes.fr/hal-03183320 ; 2021 (2021)
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A grammar of Nalögo, an Oceanic language of Santa Cruz Island ; Grammaire du Nalögo, langue océanienne de l'île Santa Cruz (Archipel des îles Salomon)
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In: https://tel.archives-ouvertes.fr/tel-03421587 ; Linguistique. Institut National des Langues et Civilisations Orientales- INALCO PARIS - LANGUES O', 2021. Français. ⟨NNT : 2021INAL0020⟩ (2021)
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Inconsistent definitions: the most efficient immediate feedback ...
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Польские и русские христианские эортонимы в переводческом и лексикографическом аспекте ... : Polish and Russian Christian eortonyms in the translation and lexicographic aspect ...
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