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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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* Accepted to the Workshop on Slavic NLP @ EACL 2023 

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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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* Submitted to ICASSP 2023 conference, awaiting review 

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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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* This short paper was submitted to "Topological Data Analysis and Beyond" Workshop at NeurIPS 2020 at July 2020, but wasn't accepted. Later the ideas from this short paper found a rich development in arXiv:2109.04825 and arXiv:2205.09630 

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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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* accepted to INLG 2022 

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Acceptability Judgements via Examining the Topology of Attention Maps


May 19, 2022
Daniil Cherniavskii, Eduard Tulchinskii, Vladislav Mikhailov, Irina Proskurina, Laida Kushnareva, Ekaterina Artemova, Serguei Barannikov, Irina Piontkovskaya, Dmitri Piontkovski, Evgeny Burnaev

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Artificial Text Detection via Examining the Topology of Attention Maps


Sep 10, 2021
Laida Kushnareva, Daniil Cherniavskii, Vladislav Mikhailov, Ekaterina Artemova, Serguei Barannikov, Alexander Bernstein, Irina Piontkovskaya, Dmitri Piontkovski, Evgeny Burnaev

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* Accepted to EMNLP 2021 

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A Single Example Can Improve Zero-Shot Data Generation


Aug 16, 2021
Pavel Burnyshev, Valentin Malykh, Andrey Bout, Ekaterina Artemova, Irina Piontkovskaya

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* To appear in INLG2021 proceedings 

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Revisiting Mahalanobis Distance for Transformer-Based Out-of-Domain Detection


Jan 11, 2021
Alexander Podolskiy, Dmitry Lipin, Andrey Bout, Ekaterina Artemova, Irina Piontkovskaya

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* to appear in AAAI 2021 

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Differentially Private Distributed Learning for Language Modeling Tasks


Mar 06, 2018
Vadim Popov, Mikhail Kudinov, Irina Piontkovskaya, Petr Vytovtov, Alex Nevidomsky

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