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Irina Piontkovskaya

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Efficient Grammatical Error Correction Via Multi-Task Training and Optimized Training Schedule

Nov 20, 2023
Andrey Bout, Alexander Podolskiy, Sergey Nikolenko, Irina Piontkovskaya

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Artificial Text Boundary Detection with Topological Data Analysis and Sliding Window Techniques

Nov 14, 2023
Laida Kushnareva, Tatiana Gaintseva, German Magai, Serguei Barannikov, Dmitry Abulkhanov, Kristian Kuznetsov, Irina Piontkovskaya, Sergey Nikolenko

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GEC-DePenD: Non-Autoregressive Grammatical Error Correction with Decoupled Permutation and Decoding

Nov 14, 2023
Konstantin Yakovlev, Alexander Podolskiy, Andrey Bout, Sergey Nikolenko, Irina Piontkovskaya

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Sinkhorn Transformations for Single-Query Postprocessing in Text-Video Retrieval

Nov 14, 2023
Konstantin Yakovlev, Gregory Polyakov, Ilseyar Alimova, Alexander Podolskiy, Andrey Bout, Sergey Nikolenko, Irina Piontkovskaya

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Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts

Jun 07, 2023
Eduard Tulchinskii, Kristian Kuznetsov, Laida Kushnareva, Daniil Cherniavskii, Serguei Barannikov, Irina Piontkovskaya, Sergey Nikolenko, Evgeny Burnaev

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Can BERT eat RuCoLA? Topological Data Analysis to Explain

Apr 04, 2023
Irina Proskurina, Irina Piontkovskaya, Ekaterina Artemova

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PanGu-Σ: Towards Trillion Parameter Language Model with Sparse Heterogeneous Computing

Mar 20, 2023
Xiaozhe Ren, Pingyi Zhou, Xinfan Meng, Xinjing Huang, Yadao Wang, Weichao Wang, Pengfei Li, Xiaoda Zhang, Alexander Podolskiy, Grigory Arshinov, Andrey Bout, Irina Piontkovskaya, Jiansheng Wei, Xin Jiang, Teng Su, Qun Liu, Jun Yao

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Topological Data Analysis for Speech Processing

Dec 02, 2022
Eduard Tulchinskii, Kristian Kuznetsov, Laida Kushnareva, Daniil Cherniavskii, Serguei Barannikov, Irina Piontkovskaya, Sergey Nikolenko, Evgeny Burnaev

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Betti numbers of attention graphs is all you really need

Jul 05, 2022
Laida Kushnareva, Dmitri Piontkovski, Irina Piontkovskaya

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Template-based Approach to Zero-shot Intent Recognition

Jun 22, 2022
Dmitry Lamanov, Pavel Burnyshev, Ekaterina Artemova, Valentin Malykh, Andrey Bout, Irina Piontkovskaya

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