Results 1 to 10 of about 6,965,125 (303)
Unsupervised image translation with distributional semantics awareness
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.
Zhexi Peng +4 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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Distributional semantics as a source of visual knowledge [PDF]
Proc Natl Acad Sci U S A, 2019 Distributional semantics as a source of visual knowledge: Commentary on Kim, Elli, and Bedny (2019), PNAS [Supplementary Materials: http://rpubs.com/mll/504479]
M. Lewis, Martin Zettersten, G. Lupyan
semanticscholar +4 more sources
Distributional Formal Semantics [PDF]
Information and Computation, 2021 Natural language semantics has recently sought to combine the complementary strengths of formal and distributional approaches to meaning. More specifically, proposals have been put forward to augment formal semantic machinery with distributional meaning ...
Noortje J. Venhuizen +3 more
semanticscholar +5 more sources
Mining HPV Vaccine Knowledge Structures of Young Adults From Reddit Using Distributional Semantics and Pathfinder Networks [PDF]
Cancer Control, 2020 The human papillomavirus (HPV) vaccine protects adolescents and young adults from 9 high-risk HPV virus types that cause 90% of cervical and anal cancers and 70% of oropharyngeal cancers.
M. Amith +9 more
semanticscholar +2 more sources
, 2023 Distributional semantics develops theories and methods to represent the meaning of natural language expressions, with vectors encoding their statistical distribution in linguistic contexts.
Alessandro Lenci, Magnus Sahlgren
semanticscholar +3 more sources
Don't Blame Distributional Semantics if it can't do Entailment [PDF]
International Conference on Computational Semantics, 2019 Distributional semantics has had enormous empirical success in Computational Linguistics and Cognitive Science in modeling various semantic phenomena, such as semantic similarity, and distributional models are widely used in state-of-the-art Natural ...
Boleda, Gemma, Westera, Matthijs
core +5 more sources
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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Graded hyponymy for compositional distributional semantics
Journal of Language Modelling, 2019 The categorical compositional distributional model of natural language provides a conceptually motivated procedure to compute the meaning of a sentence, given its grammatical structure and the meanings of its words.
Dea Bankova +3 more
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Representational Similarity Mapping of Distributional Semantics in Left Inferior Frontal, Middle Temporal, and Motor Cortex [PDF]
Cereb Cortex, 2017 Language comprehension engages a distributed network of frontotemporal, parietal, and sensorimotor regions, but it is still unclear how meaning of words and their semantic relationships are represented and processed within these regions and to which ...
F. Carota +3 more
semanticscholar +2 more sources