Unsupervised image translation with distributional semantics awareness [PDF]
Computational Visual Media, 2023 Unsupervised image translation (UIT) studies the mapping between two image domains. Since such mappings are under-constrained, existing research has pursued various desirable properties such as distributional matching or two-way consistency.
Tianjia Shao, Zhexi Peng
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A test of indirect grounding of abstract concepts using multimodal distributional semantics [PDF]
Frontiers in Psychology, 2022 How are abstract concepts grounded in perceptual experiences for shaping human conceptual knowledge? Recent studies on abstract concepts emphasizing the role of language have argued that abstract concepts are grounded indirectly in perceptual experiences
Akira Utsumi
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Re-Representing Metaphor: Modeling Metaphor Perception Using Dynamically Contextual Distributional Semantics [PDF]
Frontiers in Psychology, 2019 In this paper, we present a novel context-dependent approach to modeling word meaning, and apply it to the modeling of metaphor. In distributional semantic approaches, words are represented as points in a high dimensional space generated from co ...
Stephen McGregor +6 more
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Information Theory–based Compositional Distributional Semantics
Computational Linguistics, 2022 In the context of text representation, Compositional Distributional Semantics models aim to fuse the Distributional Hypothesis and the Principle of Compositionality.
Enrique Amigó +3 more
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Empirical distributional semantics: Methods and biomedical applications [PDF]
Journal of Biomedical Informatics, 2009 Trevor Cohen
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The pluralization palette: unveiling semantic clusters in English nominal pluralization through distributional semantics [PDF]
MorphologyElnaz Shafaei-Bajestan, Harald Baayen
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Coordination in Categorical Compositional Distributional Semantics [PDF]
Electronic Proceedings in Theoretical Computer Science, 2016 An open problem with categorical compositional distributional semantics is the representation of words that are considered semantically vacuous from a distributional perspective, such as determiners, prepositions, relative pronouns or coordinators.
Dimitri Kartsaklis
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Toward an Integrative Approach for Making Sense Distinctions
Frontiers in Artificial Intelligence, 2022 Word senses are the fundamental unit of description in lexicography, yet it is rarely the case that different dictionaries reach any agreement on the number and definition of senses in a language.
John P. McCrae +4 more
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Quantifier Scope in Categorical Compositional Distributional Semantics [PDF]
Electronic Proceedings in Theoretical Computer Science, 2016 In previous work with J. Hedges, we formalised a generalised quantifiers theory of natural language in categorical compositional distributional semantics with the help of bialgebras.
Mehrnoosh Sadrzadeh
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A Corpus-based Toy Model for DisCoCat [PDF]
Electronic Proceedings in Theoretical Computer Science, 2016 The categorical compositional distributional (DisCoCat) model of meaning rigorously connects distributional semantics and pregroup grammars, and has found a variety of applications in computational linguistics.
Stefano Gogioso
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