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Zapiski Nauchnykh Seminarov POMI
Tome 540 (2024)
Précédent
Investigations on applied mathematics and informatics. Part IV
Sommaire
Towards Russian summarization: can architecture solve data limitations problems?
A. Akhmetgareeva
;
A. Abramov
;
I. Kuleshov
;
V. Leschuk
;
A. Fenogenova
p. 5-26
Refining joint text and source code embeddings for retrieval task with parameter-efficient fine-tuning
K. Galliamov
;
L. Khaertdinova
;
K. Denisova
p. 27-45
UnGAN: machine unlearning strategies through membership inference
A. Zhavoronkin
;
M. Pautov
;
N. Kalmykov
;
E. Sevriugov
;
D. Kovalev
;
O. Y. Rogov
;
I. Oseledets
p. 46-60
Exploring the effectiveness of methods for persona extraction
K. Zaitsev
p. 61-81
Feature engineering pipeline optimisation in AutoML workflow using large language models
I. L. Iov
;
N. O. Nikitin
p. 82-112
Tiled physical adversarial patch for no-reference video quality metrics
V. Leonenkova
;
E. Shumitskaya
;
A. Antsiferova
;
D. Vatolin
p. 113-131
Improved maximum noise level estimation in black-box optimization problems
A. Lobanov
;
A. Gasnikov
p. 132-147
Detecting and eliminating covariate shifts in data for a more robust HDD failure prediction
K. Lukyanov
;
M. Drobyshevskiy
;
D. Turdakov
p. 148-161
Improving RAG with LoRA finetuning for persona text generation
V. Pavliukevich
;
A. Zherdeva
;
O. Makhnytkina
;
D. Dyrmovskiy
p. 162-177
An opensource library for AutoML multimodal clustering on Apache Spark
S. Muravyov
;
V. Kazakovtsev
;
I. Usov
;
P. Shpineva
;
O. Muravyova
;
A. Shalyto
p. 178-193
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
p. 194-213
MMA: a fight for multilingual models acceleration
N. Sukhanovskii
;
M. Ryndin
p. 214-232
Ensuring trustworthy code: leveraging a static analyzer to identify and mitigate defects in generated code
D. Shaikhelislamov
;
M. Drobyshevskiy
;
A. Belevancev
p. 233-251
Syntax transfer to Kyrgyz using the treebank translation method
A. Alekseev
;
A. Tillabaeva
;
G. Dzh. Kabaeva
;
S. I. Nikolenko
p. 252-275
Large language models for source code generation and editing
V. M. Lomshakov
;
S. I. Nikolenko
p. 276-350
Nonparametric methods for solving the data reconciliation problem
V. A. Garanin
;
K. K. Semenov
p. 351-405