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Sheaving—a universal construction for semantic compositionality
Semantic compositionality—the way that meanings of complex entities obtain from meanings of constituent entities and their structural relations—is supposed to explain certain concomitant cognitive capacities, such as systematicity. Yet, cognitive scientists are divided on mechanisms for compositiona...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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The Royal Society
2020
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6939351/ https://www.ncbi.nlm.nih.gov/pubmed/31840582 http://dx.doi.org/10.1098/rstb.2019.0303 |
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author | Phillips, Steven |
author_facet | Phillips, Steven |
author_sort | Phillips, Steven |
collection | PubMed |
description | Semantic compositionality—the way that meanings of complex entities obtain from meanings of constituent entities and their structural relations—is supposed to explain certain concomitant cognitive capacities, such as systematicity. Yet, cognitive scientists are divided on mechanisms for compositionality: e.g. a language of thought on one side versus a geometry of thought on the other. Category theory is a field of (meta)mathematics invented to bridge formal divides. We focus on sheaving—a construction at the nexus of algebra and geometry/topology, alluding to an integrative view, to sketch out a category theory perspective on the semantics of compositionality. Sheaving is a universal construction for making inferences from local knowledge, where meaning is grounded by the underlying topological space. Three examples illustrate how topology conveys meaning, in terms of the inclusion relations between the open sets that constitute the space, though the topology is not regarded as the only source of semantic information. In this sense, category (sheaf) theory provides a general framework for semantic compositionality. This article is part of the theme issue ‘Towards mechanistic models of meaning composition’. |
format | Online Article Text |
id | pubmed-6939351 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | The Royal Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-69393512020-01-10 Sheaving—a universal construction for semantic compositionality Phillips, Steven Philos Trans R Soc Lond B Biol Sci Articles Semantic compositionality—the way that meanings of complex entities obtain from meanings of constituent entities and their structural relations—is supposed to explain certain concomitant cognitive capacities, such as systematicity. Yet, cognitive scientists are divided on mechanisms for compositionality: e.g. a language of thought on one side versus a geometry of thought on the other. Category theory is a field of (meta)mathematics invented to bridge formal divides. We focus on sheaving—a construction at the nexus of algebra and geometry/topology, alluding to an integrative view, to sketch out a category theory perspective on the semantics of compositionality. Sheaving is a universal construction for making inferences from local knowledge, where meaning is grounded by the underlying topological space. Three examples illustrate how topology conveys meaning, in terms of the inclusion relations between the open sets that constitute the space, though the topology is not regarded as the only source of semantic information. In this sense, category (sheaf) theory provides a general framework for semantic compositionality. This article is part of the theme issue ‘Towards mechanistic models of meaning composition’. The Royal Society 2020-02-03 2019-12-16 /pmc/articles/PMC6939351/ /pubmed/31840582 http://dx.doi.org/10.1098/rstb.2019.0303 Text en © 2019 The Authors. http://creativecommons.org/licenses/by/4.0/ Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited. |
spellingShingle | Articles Phillips, Steven Sheaving—a universal construction for semantic compositionality |
title | Sheaving—a universal construction for semantic compositionality |
title_full | Sheaving—a universal construction for semantic compositionality |
title_fullStr | Sheaving—a universal construction for semantic compositionality |
title_full_unstemmed | Sheaving—a universal construction for semantic compositionality |
title_short | Sheaving—a universal construction for semantic compositionality |
title_sort | sheaving—a universal construction for semantic compositionality |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6939351/ https://www.ncbi.nlm.nih.gov/pubmed/31840582 http://dx.doi.org/10.1098/rstb.2019.0303 |
work_keys_str_mv | AT phillipssteven sheavingauniversalconstructionforsemanticcompositionality |