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1	Self-Referent Pronouns, Self-Focus, and Depressive Symptoms in Adolescence
	Petersen, Olivia F.
	In: Honors College (2022)
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2	The Form in Formal Thought Disorder: A Model of Dyssyntax in Semantic Networking
	Farshad Badie; Luis M. Augusto
	In: AI; Volume 3; Issue 2; Pages: 353-370 (2022)
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3	In Between Description and Prescription: Analysing Metalanguage in Normative Works on Dutch 1550–1650
	Machteld de Vos
	In: Languages; Volume 7; Issue 2; Pages: 89 (2022)
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4	The value of audio description for the therapy of speech-communicative disorders
	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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5	Museum, audio description and tactile resources for visually impaired people: accessibility of Room Aldemir Martins at UFC’s Museum of Art (MAUC)
	Vieira Taillade Abud, Janaína; Lima de Oliveira, Geórgia Tath; Moreno Rocha, Saulo
	In: Entrepalavras; v. 11, n. 3 (11): Linguagem e Tecnologia; 12-31 (2022)
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6	Italian poi as a trigger of expressive presupposition
	Fiorini, Matteo
	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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7	Linguistic categories, language description and linguistic typology
	Alfieri, Luca[Herausgeber]; Arcodia, Giorgio Francesco [Herausgeber]; Ramat, Paolo [Herausgeber]. - Amsterdam : John Benjamins Publishing Company, 2021
	Leibniz-Zentrum Allgemeine Sprachwissenschaft
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8	Ontology as neuronal-space manifold: Towards symbolic and numerical artificial embedding
	Mercier, Chloé; Chateau-Laurent, Hugo; Alexandre, Frédéric...
	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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9	Ontology as neuronal-space manifold: Towards symbolic and numerical artificial embedding
	Mercier, Chloé; Chateau-Laurent, Hugo; Alexandre, Frédéric; Viéville, Thierry
	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)
	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.
	Keyword: [INFO]Computer Science [cs]; [SCCO]Cognitive science; Neural Engineering Framework; Neurosymbolism; Ontology; Resource Description Framework; Semantic Pointer Architecture; Vector Symbolic Architecture
	URL: https://hal.inria.fr/hal-03360307 https://hal.inria.fr/hal-03360307v3/document https://hal.inria.fr/hal-03360307v3/file/AIDE_KRHCAI_KR_2021.pdf
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10	Ontology as neuronal-space manifold: Towards symbolic and numerical artificial embedding
	Mercier, Chloé; Chateau-Laurent, Hugo; Alexandre, Frédéric...
	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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11	Chains of influence in Himalayan grammars: models and interrelations shaping descriptions of Tibeto-Burman languages of Nepal
	Kelly, Barbara; Lahaussois, Aimée
	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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12	Glottal Sounds in Korebaju
	Vega Rodriguez, Jenifer; Vallée, Nathalie
	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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13	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
	Esher, Louise; Guérin, Maximilien; Quint, Nicolas. - : HAL CCSD, 2021. : L'Harmattan, 2021
	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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14	MultiTraiNMT: training materials to approach neural machine translation from scratch ; MultiTraiNMT: des outils pour se former à la traduction automatique neuronale
	Ramírez-Sánchez, Gema; Antonio Pérez-Ortiz, Juan; Sánchez-Martínez, Felipe...
	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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15	Un des plus anciens corpus textuels en marchois
	Guérin, Maximilien
	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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16	Dealing with Variation in Audio Description Scripts ; Gestion de la variation dans des scripts d'audiodescription ; : Umgang mit Variation in Audiodeskriptionsskripten
	Schaeffer-Lacroix, Eva; Kirsten, Berland
	In: https://hal.archives-ouvertes.fr/hal-03183320 ; 2021 (2021)
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17	The function of manner adverbials in fictive motion expressions
	Lipovšek, Frančiška
	In: Arbeiten aus Anglistik und Amerikanistik. - Tübingen : Narr 46 (2021) 2, 31-54
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18	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)
	Alfarano, Valentina. - : HAL CCSD, 2021
	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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19	Inconsistent definitions: the most efficient immediate feedback ...
	Lu, Xiwen. - : Open Science Framework, 2021
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20	Польские и русские христианские эортонимы в переводческом и лексикографическом аспекте ... : Polish and Russian Christian eortonyms in the translation and lexicographic aspect ...
	Gadomska, Halina. - : Society. Communication. Education, 2021
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