Sergey Pletenev

According to our database, Sergey Pletenev authored at least 8 papers between 2021 and 2025.

Collaborative distances:

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

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

CoRR, February, 2025

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

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

CoRR, February, 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

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