Julia Belikova

According to our database, Julia Belikova authored at least 9 papers between 2024 and 2026.

Collaborative distances:

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

2026

Detecting Overflow in Compressed Token Representations for Retrieval-Augmented Generation.

Julia Belikova, Danila Rozhevskii, Dennis Svirin, Konstantin Polev, Alexander Panchenko

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 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

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

Data-efficient Meta-models for Evaluation of Context-based Questions and Answers in LLMs.

Julia Belikova, Konstantin Polev, Rauf Parchiev, Dmitry Simakov

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

SmurfCat at SemEval-2025 Task 3: Bridging External Knowledge and Model Uncertainty for Enhanced Hallucination Detection.

Elisei Rykov, Valerii Olisov, Maksim Savkin, Artem Vazhentsev, Kseniia Titova, Alexander Panchenko, Vasily Konovalov, Julia Belikova

Proceedings of the 19th International Workshop on Semantic Evaluation, 2025

FactDebug at SemEval-2025 Task 7: Hybrid Retrieval Pipeline for Identifying Previously Fact-Checked Claims Across Multiple Languages.

Evgenii Nikolaev, Ivan Bondarenko, Islam Aushev, Vasilii Krikunov, Andrei Glinskii, Vasily Konovalov, Julia Belikova

Proceedings of the 19th International Workshop on Semantic Evaluation, 2025

When Models Lie, We Learn: Multilingual Span-Level Hallucination Detection with PsiloQA.

Elisei Rykov, Kseniia Petrushina, Maksim Savkin, Valerii Olisov, Artem Vazhentsev, Kseniia Titova, Alexander Panchenko, Vasily Konovalov, Julia Belikova

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

RAGulator: Effective RAG for Regulatory Question Answering.

Islam Aushev, Egor Kratkov, Evgenii Nikolaev, Andrei Glinskii, Vasilii Krikunov, Alexander Panchenko, Vasily Konovalov, Julia Belikova

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024

DeepPavlov at SemEval-2024 Task 3: Multimodal Large Language Models in Emotion Reasoning.

Julia Belikova, Dmitrii Kosenko

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024