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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 2 of 2 1 A Layered Bridge from Sound to Meaning: Investigating Cross-linguistic Phonosemantic Correspondences ... 43rd Annual Meeting of the Cognitive Science Society 2021; de Varda, Andrea Gregor; Strapparava, Carlo. - : Underline Science Inc., 2021 BASE Show details 2 A Layered Bridge from Sound to Meaning: Investigating Cross-linguistic Phonosemantic Correspondences ... 43rd Annual Meeting of the Cognitive Science Society 2021; de Varda, Andrea Gregor; Strapparava, Carlo. - : Underline Science Inc., 2021 Abstract: The present paper addresses the study of cross-linguistic phonosemantic correspondences within a deep learning framework. An LSTM-based Recurrent Neural Network is trained to associate the phonetic representation of a word, encoded as a sequence of feature vectors, to its corresponding semantic representation in a multilingual and cross-family vector space. The processing network is then tested, without further training, in a language that does not appear in the training set and belongs to a different language family. The performance of the model is evaluated through a comparison with a monolingual and mono-family upper bound and a randomized baseline. After the assessment of the network's performance, the distribution of phonosemantic properties in the lexicon is inspected in relation to different (psycho)linguistic variables, showing a link between lexical non-arbitrariness and semantic, syntactic, pragmatic, and developmental factors. ... Keyword: Cognitive Linguistics; Cognitive Science; Computational Intelligence; Deep Learning; Epidemiology; Neural Network; Phonetics; Phonology; Psycholinguistics; Semiotics URL: https://dx.doi.org/10.48448/nmx9-4170 https://underline.io/lecture/26858-a-layered-bridge-from-sound-to-meaning-investigating-cross-linguistic-phonosemantic-correspondences BASE Hide details

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