Viktoria Chekalina
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
7
Venues
5
Active years
2021–2026
Best venue rank
A*
Where they publish
Papers
7 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | EACL | Acceleration of Backpropagation in Linear Layers of Transformer Models Based on Gradient Structure. | Dmitrii Topchii, Alexander Panchenko, Viktoria Chekalina |
| 2024 | EMNLP | SparseGrad: A Selective Method for Efficient Fine-tuning of MLP Layers. | Viktoria Chekalina, Anna Rudenko, Gleb Mezentsev, Aleksandr Mikhalev, Alexander Panchenko, Ivan V. Oseledets |
| 2023 | AIST | Transformers Compression: A Study of Matrix Decomposition Methods Using Fisher Information. | Sergey Pletenev, Daniil Moskovskiy, Viktoria Chekalina, Mikhail Seleznyov, Sergey Zagoruyko, Alexander Panchenko |
| 2023 | PACLIC | Efficient GPT Model Pre-training using Tensor Train Matrix Representation. | Viktoria Chekalina, Georgiy Novikov, Julia Gusak, Alexander Panchenko, Ivan V. Oseledets |
| 2023 | PACLIC | 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 |
| 2022 | ACL | MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering. | Viktoria Chekalina, Anton Razzhigaev, Albert Sayapin, Evgeny Frolov, Alexander Panchenko |
| 2021 | EACL | Which is Better for Deep Learning: Python or MATLAB? Answering Comparative Questions in Natural Language. | Viktoria Chekalina, Alexander Bondarenko, Chris Biemann, Meriem Beloucif, Varvara Logacheva, Alexander Panchenko |