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cs.CL2022★ 1 cited
An Informational Space Based Semantic Analysis for Scientific Texts
Neslihan Suzen, Alexander N. Gorban, Jeremy Levesley +1
One major problem in Natural Language Processing is the automatic analysis and representation of human language. Human language is ambiguous and deeper understanding of semantics a…
cs.LG2022
Quasi-orthogonality and intrinsic dimensions as measures of learning and generalisation
Qinghua Zhou, Alexander N. Gorban, Evgeny M. Mirkes +3
Finding best architectures of learning machines, such as deep neural networks, is a well-known technical and theoretical challenge. Recent work by Mellor et al (2021) showed that t…