Oleg Somov

According to our database, Oleg Somov authored at least 10 papers between 2022 and 2026.

Collaborative distances:

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

2026

Harnessing non-adversarial robustness in large language models.

Qinghua Zhou, Ellina Aleshina, Andrey Lovyagin, Oleg Somov, Mikhail Seleznyov, Alexander Panchenko, Ivan V. Oseledets, Elena Tutubalina, Ivan Yu. Tyukin

CoRR, May, 2026

Evolutionary Search for Automated Design of Uncertainty Quantification Methods.

Mikhail Seleznyov, Daniil Korbut, Viktor Moskvoretskii, Oleg Somov, Alexander Panchenko, Elena Tutubalina

CoRR, April, 2026

Breaking the Chain: A Causal Analysis of LLM Faithfulness to Intermediate Structures.

Oleg Somov, Mikhail Chaichuk, Mikhail Seleznyov, Alexander Panchenko, Elena Tutubalina

CoRR, March, 2026

2025

The Generalization and Error Detection in LLM-based Text-to-SQL Systems.

Oleg Somov

Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, 2025

AIRI team in Text2SPARQL challenge: Text-To-SPARQL Executor for question-answering over knowledge graphs.

Daniil Berezin, Roman Avdeev, Oleg Somov

Proceedings of the First International TEXT2SPARQL Challenge co-Located with Text2KG at ESWC25, 2025

The Benefits of Query-Based KGQA Systems for Complex and Temporal Questions in LLM Era.

Artem Alekseev, Mikhail Chaichuk, Miron Butko, Alexander Panchenko, Elena Tutubalina, Oleg Somov

Proceedings of the Natural Language Processing and Information Systems, 2025

When Punctuation Matters: A Large-Scale Comparison of Prompt Robustness Methods for LLMs.

Mikhail Seleznyov, Mikhail Chaichuk, Gleb Ershov, Alexander Panchenko, Elena Tutubalina, Oleg Somov

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

Confidence Estimation for Error Detection in Text-to-SQL Systems.

Oleg Somov, Elena Tutubalina

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

AIRI NLP Team at EHRSQL 2024 Shared Task: T5 and Logistic Regression to the Rescue.

Oleg Somov, Alexey Dontsov, Elena Tutubalina

Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024

2022

PAUQ: Text-to-SQL in Russian.

Daria Bakshandaeva, Oleg Somov, Ekaterina Dmitrieva, Vera Davydova, Elena Tutubalina

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022