---
title: "Artem Shelmanov — papers of 2026 — Elamur Research"
description: "Artem Shelmanov — papers of 2026: 3 papers on Elamur Research, the most cited first — what each work is about in our own words."
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---
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# Artem Shelmanov — papers of 2026 — Elamur Research

3 papers · [all years of Artem Shelmanov](https://md.research.elamur.ai/free/en/authors/artem-shelmanov/#years)

**[ReProbe: Efficient Test-Time Scaling of Multi-Step Reasoning by Probing Internal States of Large Language Models](https://md.research.elamur.ai/free/en/papers/ni-2026-reprobe-efficient-test-time-scaling/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jingwei Ni, Ekaterina Fadeeva, Tianyi Wu, et al.*2026 · 1 citation*

**[Argument-Based Comparative Question Answering Evaluation Benchmark](https://md.research.elamur.ai/free/en/papers/nikishina-2026-argument-based-comparative-question-answering/) [Workshop on Argument Mining](https://md.research.elamur.ai/free/en/venues/argmining/)**Irina Nikishina, Saba Anwar, Nikolay Dolgov, et al.*2026*

**[Beyond Memorization: Extending Reasoning Depth with Recurrence, Memory and Test-Time Compute Scaling](https://md.research.elamur.ai/free/en/papers/rodkin-2026-beyond-memorization-extending-reasoning-depth/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Ivan Rodkin, Daniil Orel, Konstantin Smirnov, et al.*2026*