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Integrating a Phrase Structure Corpus Grammar and a Lexical-Semantic Network: the HOLINET Knowledge Graph
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In: Proceedings of LREC 2022 ; https://hal-amu.archives-ouvertes.fr/hal-03655636 ; Proceedings of LREC 2022, Jun 2022, Marseille, France (2022)
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Abstract:
International audience ; In this paper we address the question of how to integrate grammar and lexical-semantic knowledge within a single and homogeneous knowledge graph. We introduce a graph modelling of grammar knowledge which enables its merging with a lexical-semantic network. Such an integrated representation is expected, for instance, to provide new material for language-related graph embeddings in order to model interactions between Syntax and Semantics. Our base model relies on a phrase structure grammar. The phrase structure is accounted for by both a Proof-Theoretical representation, through a Context-Free Grammar, and a Model-Theoretical one, through a constraint-based grammar. The constraint types colour the grammar layer with syntactic relationships such as Immediate Dominance, Linear Precedence, and more. We detail a creation process which infers the grammar layer from a corpus annotated in constituency and integrates it with a lexical-semantic network through a shared POS tagset. We implement the process, and experiment with the French Treebank and the JeuxDeMots lexical-semantic network. The outcome is the HOLINET knowledge graph.
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Keyword:
[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO]Computer Science [cs]; Constituency; Grammar; JeuxDeMots; Knowledge Graph; Lexical-Semantic Network; Phrase Structure
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URL: https://hal-amu.archives-ouvertes.fr/hal-03655636
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| 2 |
A Critical Anaysis od David Hume's Theory of Justice as an Artificial Virtue
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In: Argumentum: Journal of the Seminar of Discursive Logic, Argumentation Theory and Rhetoric, Vol 20, Iss 1, Pp 9-32 (2022) (2022)
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| 3 |
8-month-old infants' ability to process word order is shaped by the amount of exposure
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In: ISSN: 0010-0277 ; EISSN: 1873-7838 ; Cognition ; https://halshs.archives-ouvertes.fr/halshs-03185034 ; Cognition, Elsevier, In press (2021)
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| 4 |
Linking an Abstract Corpus Grammar to a Lexical Semantic Network
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In: https://hal.archives-ouvertes.fr/hal-03552630 ; [Research Report] Laboratoire Parole et Langage – Université d’Aix-Marseille. 2021 (2021)
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| 5 |
Coupler syntaxe et sémantique dans une même base de connaissances linguistiques
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In: https://hal.archives-ouvertes.fr/hal-03552622 ; [Rapport de recherche] Laboratoire Parole et Langage – Université d’Aix-Marseille. 2021 (2021)
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| 6 |
GA and ILS for optimizing the size of NFA models
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In: The 8th International Conference on Metaheuristics and Nature Inspired Computing (META) ; https://hal.univ-angers.fr/hal-03284541 ; The 8th International Conference on Metaheuristics and Nature Inspired Computing (META), Oct 2021, Marrakech, Morocco (2021)
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| 7 |
Type-logical investigations: proof-theoretic, computational and linguistic aspects of modern type-logical grammars
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In: https://hal-lirmm.ccsd.cnrs.fr/tel-03452731 ; Computation and Language [cs.CL]. Université Montpellier, 2021 (2021)
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| 8 |
Non-adjacent dependency learning over consonants & vowels in 8- to 10-month-olds ...
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| 9 |
Elucidating an implicit learning network in healthy adults during artificial grammar tasks
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In: Master's Theses and Capstones (2021)
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| 10 |
Information flow, artificial phonology and typology
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In: Proceedings of the Society for Computation in Linguistics (2021)
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| 11 |
Grammarly as AI-powered English Writing Assistant: Students’ Alternative for Writing English
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In: Metathesis: Journal of English Language, Literature, and Teaching; Vol 5, No 1 (2021): Metathesis: Journal of English Language, Literature, and Teaching; 65-78 ; 2580-2720 ; 2580-2712 ; 10.31002/metathesis.v5i1 (2021)
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| 12 |
Perceptual saliency, lenition, and learnability: An artificial grammar learning study
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| 13 |
Children’s Learning of a Semantics-Free Artificial Grammar with Center Embedding
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In: BIOLINGUISTICS; Vol. 14 (2020); 21-48 ; 1450-3417 (2020)
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| 14 |
A Computational Theory for the Emergence of Grammatical Categories in Cortical Dynamics
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In: Computer Science: Faculty Publications and Other Works (2020)
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| 15 |
Towards High-End Scalability on Bio-Inspired Computational Models
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In: Computer Science: Faculty Publications and Other Works (2020)
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| 20 |
Event related potentials at initial exposure in third language acquisition : Implications from an artificial mini-grammar study
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In: Journal of Neurolinguistics ; 56 (2020). - 100939. - Elsevier. - ISSN 0911-6044. - eISSN 1873-8052 (2020)
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