Sergey Pletenev

According to our database, Sergey Pletenev authored at least 12 papers between 2021 and 2025.

Collaborative distances:

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

2025

Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA.

Sergey Pletenev, Maria Marina, Nikolay Ivanov, Daria Galimzianova, Nikita Krayko, Mikhail Salnikov, Vasily Konovalov, Alexander Panchenko, Viktor Moskvoretskii

CoRR, May, 2025

LLM-Independent Adaptive RAG: Let the Question Speak for Itself.

Maria Marina, Nikolay Ivanov, Sergey Pletenev, Mikhail Salnikov, Daria Galimzianova, Nikita Krayko, Vasily Konovalov, Alexander Panchenko, Viktor Moskvoretskii

CoRR, May, 2025

Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home.

Viktor Moskvoretskii, Maria Lysyuk, Mikhail Salnikov, Nikolay Ivanov, Sergey Pletenev, Daria Galimzianova, Nikita Krayko, Vasily Konovalov, Irina Nikishina, Alexander Panchenko

CoRR, January, 2025

Memory Efficient LM Compression Using Fisher Information from Low-Rank Representations.

Daniil Moskovskiy, Sergey Pletenev, Sergey Zagoruyko, Alexander Panchenko

Proceedings of the Natural Language Processing and Information Systems, 2025

How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM?

Sergey Pletenev, Maria Marina, Daniil Moskovskiy, Vasily Konovalov, Pavel Braslavski, Alexander Panchenko, Mikhail Salnikov

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

SynthDetoxM: Modern LLMs are Few-Shot Parallel Detoxification Data Annotators.

Daniil Moskovskiy, Nikita Sushko, Sergey Pletenev, Elena Tutubalina, Alexander Panchenko

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home.

Viktor Moskvoretskii, Maria Marina, Mikhail Salnikov, Nikolay Ivanov, Sergey Pletenev, Daria Galimzianova, Nikita Krayko, Vasily Konovalov, Irina Nikishina, Alexander Panchenko

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

LLMs to Replace Crowdsourcing For Parallel Data Creation? The Case of Text Detoxification.

Daniil Moskovskiy, Sergey Pletenev, Alexander Panchenko

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

SomethingAwful at PAN 2024 TextDetox: Uncensored Llama 3 Helps to Censor Better.

Sergey Pletenev

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

2023

A Computational Study of Matrix Decomposition Methods for Compression of Pre-trained Transformers.

Sergey Pletenev, Viktoria Chekalina, Daniil Moskovskiy, Mikhail Seleznev, Sergey Zagoruyko, Alexander Panchenko

Proceedings of the 37th Pacific Asia Conference on Language, 2023

Transformers Compression: A Study of Matrix Decomposition Methods Using Fisher Information.

Sergey Pletenev, Daniil Moskovskiy, Viktoria Chekalina, Mikhail Seleznyov, Sergey Zagoruyko, Alexander Panchenko

Proceedings of the Analysis of Images, Social Networks and Texts, 2023

2021

Noisy Text Sequences Aggregation as a Summarization Subtask.

Sergey Pletenev

Proceedings of the 2nd Crowd Science Workshop: Trust, 2021