Mikhail Salnikov

27 papers A* 2C 1Journal 15Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Leveraging LLM Parametric Knowledge for Fact Checking without Retrieval.
CoRR
Artem Vazhentsev, Maria Marina, Daniil Moskovskiy, Sergey Pletenev, Mikhail Seleznyov, Mikhail Salnikov, Elena Tutubalina, Vasily Konovalov, Irina Nikishina, Alexander Panchenko, Viktor Moskvoretskii
2025 — conf
Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home.
ACL (1)
Viktor Moskvoretskii, Maria Marina, Mikhail Salnikov, Nikolay Ivanov, Sergey Pletenev, Daria Galimzianova, Nikita Krayko, Vasily Konovalov, Irina Nikishina, Alexander Panchenko
2025 J jnl
Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home.
CoRR
Viktor Moskvoretskii, Maria Lysyuk, Mikhail Salnikov, Nikolay Ivanov, Sergey Pletenev, Daria Galimzianova, Nikita Krayko, Vasily Konovalov, Irina Nikishina, Alexander Panchenko
2025 J jnl
Geopolitical biases in LLMs: what are the "good" and the "bad" countries according to contemporary language models.
CoRR
Mikhail Salnikov, Dmitrii Korzh, Ivan Lazichny, Elvir Karimov, Artyom Iudin, Ivan V. Oseledets, Oleg Y. Rogov, Natalia V. Loukachevitch, Alexander Panchenko, Elena Tutubalina
2025 — conf
How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM?
NAACL (Findings)
Sergey Pletenev, Maria Marina, Daniil Moskovskiy, Vasily Konovalov, Pavel Braslavski, Alexander Panchenko, Mikhail Salnikov
2025 J jnl
How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM?
CoRR
Sergey Pletenev, Maria Marina, Daniil Moskovskiy, Vasily Konovalov, Pavel Braslavski, Alexander Panchenko, Mikhail Salnikov
2025 A* conf
LLM-Independent Adaptive RAG: Let the Question Speak for Itself.
EMNLP
Maria Marina, Nikolay Ivanov, Sergey Pletenev, Mikhail Salnikov, Daria Galimzianova, Nikita Krayko, Vasily Konovalov, Alexander Panchenko, Viktor Moskvoretskii
2025 J jnl
LLM-Independent Adaptive RAG: Let the Question Speak for Itself.
CoRR
Maria Marina, Nikolay Ivanov, Sergey Pletenev, Mikhail Salnikov, Daria Galimzianova, Nikita Krayko, Vasily Konovalov, Alexander Panchenko, Viktor Moskvoretskii
2025 — conf
On Reducing Factual Hallucinations in Graph-to-Text Generation Using Large Language Models.
COLING Workshops
Dmitrii Iarosh, Alexander Panchenko, Mikhail Salnikov
2025 — conf
ShortPathQA: A Dataset for Controllable Fusion of Large Language Models with Knowledge Graphs.
NLDB (1)
Mikhail Salnikov, Andrey Sakhovskiy, Irina Nikishina, Aida Usmanova, Angelie Kraft, Cedric Möller, Debayan Banerjee, Junbo Huang, Longquan Jiang, Rana Abdullah, Xi Yan, Elena Tutubalina, Ricardo Usbeck, Alexander Panchenko
2025 A* conf
Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA.
EMNLP
Sergey Pletenev, Maria Marina, Nikolay Ivanov, Daria Galimzianova, Nikita Krayko, Mikhail Salnikov, Vasily Konovalov, Alexander Panchenko, Viktor Moskvoretskii
2025 J jnl
Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA.
CoRR
Sergey Pletenev, Maria Marina, Nikolay Ivanov, Daria Galimzianova, Nikita Krayko, Mikhail Salnikov, Vasily Konovalov, Alexander Panchenko, Viktor Moskvoretskii
2024 — conf
CAM 2.0: End-to-End Open Domain Comparative Question Answering System.
LREC/COLING
Ahmad Shallouf, Hanna Herasimchyk, Mikhail Salnikov, Rudy Alexandro Garrido Veliz, Natia Mestvirishvili, Alexander Panchenko, Chris Biemann, Irina Nikishina
2024 — conf
Konstruktor: A Strong Baseline for Simple Knowledge Graph Question Answering.
NLDB (2)
Maria Lysyuk, Mikhail Salnikov, Pavel Braslavski, Alexander Panchenko
2024 J jnl
Konstruktor: A Strong Baseline for Simple Knowledge Graph Question Answering.
CoRR
Maria Lysyuk, Mikhail Salnikov, Pavel Braslavski, Alexander Panchenko
2023 — conf
A System for Answering Simple Questions in Multiple Languages.
ACL (demo)
Anton Razzhigaev, Mikhail Salnikov, Valentin Malykh, Pavel Braslavski, Alexander Panchenko
2023 — conf
Answer Candidate Type Selection: Text-To-Text Language Model for Closed Book Question Answering Meets Knowledge Graphs.
KONVENS
Mikhail Salnikov, Maria Lysyuk, Pavel Braslavski, Anton Razzhigaev, Valentin Malykh, Alexander Panchenko
2023 J jnl
Answer Candidate Type Selection: Text-to-Text Language Model for Closed Book Question Answering Meets Knowledge Graphs.
CoRR
Mikhail Salnikov, Maria Lysyuk, Pavel Braslavski, Anton Razzhigaev, Valentin Malykh, Alexander Panchenko
2023 C conf
Large Language Models Meet Knowledge Graphs to Answer Factoid Questions.
PACLIC
Mikhail Salnikov, Hai Le, Prateek Rajput, Irina Nikishina, Pavel Braslavski, Valentin Malykh, Alexander Panchenko
2023 J jnl
Large Language Models Meet Knowledge Graphs to Answer Factoid Questions.
CoRR
Mikhail Salnikov, Hai Le, Prateek Rajput, Irina Nikishina, Pavel Braslavski, Valentin Malykh, Alexander Panchenko
2023 J jnl
Multi-Fidelity Neural Architecture Search With Knowledge Distillation.
IEEE Access
Ilya Trofimov, Nikita Klyuchnikov, Mikhail Salnikov, Alexander Filippov, Evgeny Burnaev
2022 J jnl
Learned Query Optimizers: Evaluation and Improvement.
IEEE Access
Artem Mikhaylov, Nina Mazyavkina, Mikhail Salnikov, Ilya Trofimov, Fu Qiang, Evgeny Burnaev
2022 J jnl
NAS-Bench-NLP: Neural Architecture Search Benchmark for Natural Language Processing.
IEEE Access
Nikita Klyuchnikov, Ilya Trofimov, Ekaterina Artemova, Mikhail Salnikov, Maxim V. Fedorov, Alexander Filippov, Evgeny Burnaev
2021 — conf
Deep Learning Framework For Mobile Microscopy.
ISBI
Anatasiia Kornilova, Mikhail Salnikov, Olga Novitskaya, Maria Begicheva, Egor Sevriugov, Kirill Shcherbakov, Valeriya Pronina, Dmitry V. Dylov
2020 J jnl
MMDF: Mobile Microscopy Deep Framework.
CoRR
Anatasiia Kornilova, Mikhail Salnikov, Olga Novitskaya, Maria Begicheva, Egor Sevriugov, Kirill Shcherbakov
2020 J jnl
Multi-fidelity Neural Architecture Search with Knowledge Distillation.
CoRR
Ilya Trofimov, Nikita Klyuchnikov, Mikhail Salnikov, Alexander Filippov, Evgeny Burnaev
2020 J jnl
NAS-Bench-NLP: Neural Architecture Search Benchmark for Natural Language Processing.
CoRR
Nikita Klyuchnikov, Ilya Trofimov, Ekaterina Artemova, Mikhail Salnikov, Maxim V. Fedorov, Evgeny Burnaev