Alina Ermilova

According to our database, Alina Ermilova authored at least 7 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Hallucination Detection in LLMs with Topological Divergence on Attention Graphs.

Alexandra Bazarova, Andrei Volodichev, Aleksandr Yugay, Andrey Shulga, Alina Ermilova, Konstantin Polev, Julia Belikova, Rauf Parchiev, Dmitry Simakov, Maxim Savchenko, Andrey V. Savchenko, Serguei Barannikov, Alexey Zaytsev

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

Revealing Interconnections between Diseases: from Statistical Methods to Large Language Models.

Alina Ermilova, Dmitrii Kornilov, Sofia Samoilova, Ekaterina Laptenkova, Anastasia Kolesnikova, Ekaterina Podplutova, Sofya Senotrusova, Maksim G. Sharaev

CoRR, October, 2025

From Internal Representations to Text Quality: A Geometric Approach to LLM Evaluation.

Viacheslav Yusupov, Danil Maksimov, Ameliia Alaeva, Anna Vasileva, Antipina Anna, Tatyana Zaitseva, Alina Ermilova, Evgeny Burnaev, Egor Shvetsov

CoRR, September, 2025

Token Homogenization under Positional Bias.

Viacheslav Yusupov, Danil Maksimov, Ameliia Alaeva, Tatiana Zaitceva, Antipina Anna, Anna Vasileva, Chenlin Liu, Rayuth Chheng, Danil Sazanakov, Andrey Chetvergov, Alina Ermilova, Egor Shvetsov

CoRR, August, 2025

Hallucination Detection in LLMs via Topological Divergence on Attention Graphs.

Alexandra Bazarova, Aleksandr Yugay, Andrey Shulga, Alina Ermilova, Andrei V. Sokolov, Konstantin Polev, Julia Belikova, Rauf Parchiev, Dmitry Simakov, Maxim Savchenko, Andrey V. Savchenko, Serguei Barannikov, Alexey Zaytsev

CoRR, April, 2025

2024

Robust Representation Learning via Sparse Attention Mechanism for Similarity Models.

Alina Ermilova, Nikita Baramiia, Valerii Kornilov, Sergey Petrakov, Alexey Zaytsev

IEEE Access, 2024

2023

Hiding Backdoors within Event Sequence Data via Poisoning Attacks.

Elizaveta Kovtun, Alina Ermilova, Dmitry Berestnev, Alexey Zaytsev

CoRR, 2023