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Talking Space: inference from spatial linguistic meanings ...
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A Quantum Natural Language Processing Approach to Musical Intelligence ...
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Foundations for Near-Term Quantum Natural Language Processing ...
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Uniqueness of Composition in Quantum Theory and Linguistics ...
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Picturing quantum processes: a first course in quantum theory and diagrammatic reasoning
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Interacting Conceptual Spaces I : Grammatical Composition of Concepts ...
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Distributional Sentence Entailment Using Density Matrices
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In: Lecture Notes in Computer Science ; 1st International Conference on Theoretical Computer Science (TTCS) ; https://hal.inria.fr/hal-01446260 ; 1st International Conference on Theoretical Computer Science (TTCS), Aug 2015, Tehran, Iran. pp.1-22, ⟨10.1007/978-3-319-28678-5_1⟩ (2015)
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Abstract:
International audience ; Categorical compositional distributional model of Clark, Coecke, and Sadrzadeh suggests a way to combine grammatical composition of the formal, type logical models with the corpus based, empirical word representations of distributional semantics. This paper contributes to the project by expanding the model to also capture entailment relations. This is achieved by extending the representations of words from points in meaning space to density operators, which are probability distributions on the subspaces of the space. A symmetric measure of similarity and an asymmetric measure of entailment is defined, where lexical entailment is measured using von Neumann entropy, the quantum variant of Kullback-Leibler divergence. Lexical entailment, combined with the composition map on word representations, provides a method to obtain entailment relations on the level of sentences. Truth theoretic and corpus-based examples are provided.
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Keyword:
[INFO]Computer Science [cs]
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URL: https://hal.inria.fr/hal-01446260/file/385217_1_En_1_Chapter.pdf https://hal.inria.fr/hal-01446260/document https://hal.inria.fr/hal-01446260 https://doi.org/10.1007/978-3-319-28678-5_1
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Open System Categorical Quantum Semantics in Natural Language Processing
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Piedeleu, Robin; Kartsaklis, Dimitri; Coecke, Bob. - : Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, 2015. : LIPIcs - Leibniz International Proceedings in Informatics. 6th Conference on Algebra and Coalgebra in Computer Science (CALCO 2015), 2015
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Open System Categorical Quantum Semantics in Natural Language Processing ...
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The Frobenius anatomy of word meanings I: subject and object relative pronouns ...
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An alternative Gospel of structure: order, composition, processes ...
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Category-theoretic quantitative compositional distributional models of natural language semantics
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Concrete Sentence Spaces for Compositional Distributional Models of Meaning ...
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