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Irina Piontkovskaya

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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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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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

* to appear in AAAI 2021

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