Heat kernel analysis of syntactic structures

DOI10.1007/s11786-021-00498-0OpenAlexW3132086738MaRDI QIDQ2071526

Robert C. Berwick, Andrew Ortegaray, Matilde Marcolli

Publication date: 28 January 2022

Published in: Mathematics in Computer Science (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1803.09832

zbMATH Keywords

dimensional reductionheat kernelclustering coefficientssyntactic parametersgenerative linguistics

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Linguistics (91F20) Heat kernel (35K08) Statistical aspects of big data and data science (62R07)

Related Items (2)

Topological analysis of syntactic structures ⋮ Phylogenetics of Indo-European language families via an algebro-geometric analysis of their syntactic structures

Cites Work

• Topological analysis of syntactic structures
• Towards a theoretical foundation for Laplacian-based manifold methods
• Geometric science of information. Third international conference, GSI 2017, Paris, France, November 7--9, 2017. Proceedings
• Persistent topology of syntax
• Phylogenetics of Indo-European language families via an algebro-geometric analysis of their syntactic structures
• Laplacian Eigenmaps for Dimensionality Reduction and Data Representation

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