RUS  ENG
Full version
JOURNALS // Zapiski Nauchnykh Seminarov POMI // Archive

2024, Volume 540

| General information | Contents |


Investigations on applied mathematics and informatics. Part IV


Towards Russian summarization: can architecture solve data limitations problems?
A. Akhmetgareeva, A. Abramov, I. Kuleshov, V. Leschuk, A. Fenogenova
5
Refining joint text and source code embeddings for retrieval task with parameter-efficient fine-tuning
K. Galliamov, L. Khaertdinova, K. Denisova
27
UnGAN: machine unlearning strategies through membership inference
A. Zhavoronkin, M. Pautov, N. Kalmykov, E. Sevriugov, D. Kovalev, O. Y. Rogov, I. Oseledets
46
Exploring the effectiveness of methods for persona extraction
K. Zaitsev
61
Feature engineering pipeline optimisation in AutoML workflow using large language models
I. L. Iov, N. O. Nikitin
82
Tiled physical adversarial patch for no-reference video quality metrics
V. Leonenkova, E. Shumitskaya, A. Antsiferova, D. Vatolin
113
Improved maximum noise level estimation in black-box optimization problems
A. Lobanov, A. Gasnikov
132
Detecting and eliminating covariate shifts in data for a more robust HDD failure prediction
K. Lukyanov, M. Drobyshevskiy, D. Turdakov
148
Improving RAG with LoRA finetuning for persona text generation
V. Pavliukevich, A. Zherdeva, O. Makhnytkina, D. Dyrmovskiy
162
An opensource library for AutoML multimodal clustering on Apache Spark
S. Muravyov, V. Kazakovtsev, I. Usov, P. Shpineva, O. Muravyova, A. Shalyto
178
Survey on the legal question answering problem
A. Sabieva, A. Zhamankhan, N. Zhetessov, A. Kubayeva, I. Akhmetov, A. Pak, D. Akhmetova, A. Zhaxylykova, A. Yelenov
194
MMA: a fight for multilingual models acceleration
N. Sukhanovskii, M. Ryndin
214
Ensuring trustworthy code: leveraging a static analyzer to identify and mitigate defects in generated code
D. Shaikhelislamov, M. Drobyshevskiy, A. Belevancev
233
Syntax transfer to Kyrgyz using the treebank translation method
A. Alekseev, A. Tillabaeva, G. Dzh. Kabaeva, S. I. Nikolenko
252
Large language models for source code generation and editing
V. M. Lomshakov, S. I. Nikolenko
276
Nonparametric methods for solving the data reconciliation problem
V. A. Garanin, K. K. Semenov
351


© Steklov Math. Inst. of RAS, 2025