Sergey Pletenev

18 papers A* 2C 1Misc 1Journal 7Unranked 7
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 — 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
Memory Efficient LM Compression Using Fisher Information from Low-Rank Representations.
NLDB (1)
Daniil Moskovskiy, Sergey Pletenev, Sergey Zagoruyko, Alexander Panchenko
2025 J jnl
So let's replace this phrase with insult... Lessons learned from generation of toxic texts with LLMs.
CoRR
Sergey Pletenev, Daniil Moskovskiy, Alexander Panchenko
2025 — conf
SynthDetoxM: Modern LLMs are Few-Shot Parallel Detoxification Data Annotators.
NAACL (Long Papers)
Daniil Moskovskiy, Nikita Sushko, Sergey Pletenev, Elena Tutubalina, Alexander Panchenko
2025 J jnl
SynthDetoxM: Modern LLMs are Few-Shot Parallel Detoxification Data Annotators.
CoRR
Daniil Moskovskiy, Nikita Sushko, Sergey Pletenev, Elena Tutubalina, 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
LLMs to Replace Crowdsourcing For Parallel Data Creation? The Case of Text Detoxification.
EMNLP (Findings)
Daniil Moskovskiy, Sergey Pletenev, Alexander Panchenko
2024 — conf
SomethingAwful at PAN 2024 TextDetox: Uncensored Llama 3 Helps to Censor Better.
CLEF (Working Notes)
Sergey Pletenev
2023 C conf
A Computational Study of Matrix Decomposition Methods for Compression of Pre-trained Transformers.
PACLIC
Sergey Pletenev, Viktoria Chekalina, Daniil Moskovskiy, Mikhail Seleznev, Sergey Zagoruyko, Alexander Panchenko
2023 Misc conf
Transformers Compression: A Study of Matrix Decomposition Methods Using Fisher Information.
AIST
Sergey Pletenev, Daniil Moskovskiy, Viktoria Chekalina, Mikhail Seleznyov, Sergey Zagoruyko, Alexander Panchenko
2021 — conf
Noisy Text Sequences Aggregation as a Summarization Subtask.
CSW@VLDB
Sergey Pletenev