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Nikolay Mikhaylovskiy

3 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author2
  • first author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL3
ORCID 0000-0001-5660-0601

identity via Semantic Scholar / OpenAlex

most citedAutocorrelations Decay in Texts and Applicability Limits of Language Models

1 citations · 1 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CL2023

Long Text Generation Challenge

Nikolay Mikhaylovskiy

We propose a shared task of human-like long text generation, LTG Challenge, that asks models to output a consistent human-like long text (a Harry Potter generic audience fanfic in…

cs.CL2023★ 1 cited

Autocorrelations Decay in Texts and Applicability Limits of Language Models

Nikolay Mikhaylovskiy, Ilya Churilov

We show that the laws of autocorrelations decay in texts are closely related to applicability limits of language models. Using distributional semantics we empirically demonstrate t…

cs.CL2022

On Unsupervised Training of Link Grammar Based Language Models

Nikolay Mikhaylovskiy

In this short note we explore what is needed for the unsupervised training of graph language models based on link grammars. First, we introduce the ter-mination tags formalism requ…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.