Concepedia

Irina Piontkovskaya

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Statistics

Publications

4

Citations

97

H-Index

4

Active since

2018

Affiliations

National Research University Higher School of Economics(Current)

Huawei Technologies (Sweden)

Institut de Mathématiques de Jussieu-Paris Rive Gauche

Skolkovo Institute of Science and Technology

Sorbonne Université

Irina Piontkovskaya is an author at National Research University Higher School of Economics specializing in machine learning, engineering, and natural language processing.

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Top concepts

Publications per year

2018–2022

4

Publications

4

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

Alexander Podolskiy, Dmitry Lipin, Andrey Bout et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 51 citations · Full text

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Artificial Text Detection via Examining the Topology of Attention Maps

Laida Kushnareva, Daniil Cherniavskii, Vladislav Mikhailov et al. · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · 2021 · 24 citations · Full text

Acceptability Judgements via Examining the Topology of Attention Maps

Daniil Cherniavskii, Eduard Tulchinskii, Vladislav Mikhailov et al. · 2022 · 12 citations · Full text

Distributed Fine-tuning of Language Models on Private Data

Popov Va, Mikhail Kudinov, Irina Piontkovskaya et al. · International Conference on Learning Representations · 2018 · 10 citations

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