---
title: "Ilya Makarov — papers of 2025 — 1 paper, the most cited first"
description: "Ilya Makarov — papers of 2025: 1 paper on Elamur Research, the most cited first — what each work is about in our own words."
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# Ilya Makarov — papers of 2025 — 1 paper, the most cited first

1 paper · [all years of Ilya Makarov](https://md.research.elamur.ai/free/en/authors/ilya-makarov/#years)

- [AraToken: Optimizing Arabic Tokenization with Normalization Pipeline and Language Extension for Qwen3 arXiv:2512.18399](https://md.research.elamur.ai/free/en/papers/kashirskiy-2025-aratoken-optimizing-arabic-tokenization-normalization/) — Mark Kashirskiy, Artiom Lipinski, Ilya Makarov · 2025
