192 citations · 210 across the 7 of their papers we have counts for
7 papers
BERT: A Review of Applications in Natural Language Processing and Understanding
M. V. Koroteev
In this review, we describe the application of one of the most popular deep learning-based language models - BERT. The paper describes the mechanism of operation of this model, the…
On mechanisms of neutral evolution of DNA resulting in scale-free behaviour
M. V. Koroteev, P. V. Baranov
We introduce a family of models incorporating random segmental substitutions and point mutations and demonstrate that such models reproduce algebraic length distributions of exact…
On a chain of fragmentation equations for duplication-mutation dynamics in DNA sequences
M. V. Koroteev
Recent studies have revealed that for the majority of species the length distributions of duplicated sequences in natural DNA follow a power-law tail. We study duplication-mutation…
Fragmentation dynamics of DNA sequence duplications
M. V. Koroteev, J. Miller
Motivated by empirical observations of algebraic duplicated sequence length distributions in a broad range of natural genomes, we analytically formulate and solve a class of simple…
Local temperature perturbations in the boundary layer in regime of free viscous-inviscid interaction
M. V. Koroteev, I. I. Lipatov
We analyze the disturbed flow in the supersonic laminar boundary layer when local heated elements are placed on the surface. It is exhibited that these flows are described in terms…
On chaotic nature of speech signals
Yu. V. Andreyev, M. V. Koroteev
Various phonemes are considered in terms of nonlinear dynamics. Phase portraits of the signals in the embedded space, correlation dimension estimate and the largest Lyapunov expone…
Stationary subsonic boundary layer in the regions of local heating of surface
M. V. Koroteev, I. I. Lipatov
The problem of disturbed flow in the laminar boundary layer is investigated when a heating element is located on the surface of the body. The flow is supposed to be laminar one. It…