Author

Irina Piontkovskaya

Observed names: Piontkovskaia, Irina, Piontkovskaya, Irina

Institution: Lomonosov Moscow State University

Observed institutions: National University of Science and Technology, Moscow Institute of Physics and Technology, Lomonosov Moscow State University, Samsung (South Korea), Huawei Technologies (China), St. Petersburg Department of Steklov Institute of Mathematics, Steklov Mathematical Institute

ORCID: 0009-0003-0299-5849

Observed ORCID: 0009-0003-0299-5849

OpenAlex ID: A5008245599

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

2021 · Alexander Podolskiy, Dmitry Lipin, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 56

Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts

2023 · Eduard Tulchinskii, Kristian Kuznetsov, et al. · neural information processing systems · 43

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Artificial Text Detection via Examining the Topology of Attention Maps

2021 · Laida Kushnareva, Daniil Cherniavskii, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 28

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Acceptability Judgements via Examining the Topology of Attention Maps

2022 · Daniil Cherniavskii, Eduard Tulchinskii, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 16

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

2023 · Ren, Xiaozhe, Zhou, Pingyi, et al. · arXiv (Cornell University) · 13

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Distributed Fine-tuning of Language Models on Private Data

2018 · Popov Va, Mikhail Kudinov, et al. · International Conference on Learning Representations · 13

Robust AI-Generated Text Detection by Restricted Embeddings

2024 · Kristian Kuznetsov, Eduard Tulchinskii, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 10

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Ask Me Anything in Your Native Language

2022 · Nikita Sorokin, Dmitry Abulkhanov, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 7

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Topological Data Analysis for Speech Processing

2023 · Eduard Tulchinskii, Kristian Kuznetsov, et al. · Interspeech (USB) · 6

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Template-based Approach to Zero-shot Intent Recognition

2022 · Dmitry Lamanov, Pavel Burnyshev, et al. · International Conference on Natural Language Generation · 6

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Multiple Teacher Distillation for Robust and Greener Models

2021 · Artur Ilichev, Nikita Sorokin, et al. · International conference Recent advances in natural language processing · 6

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SumTitles: a Summarization Dataset with Low Extractiveness

2020 · Valentin Malykh, Konstantin Chernis, et al. · International Conference on Computational Linguistics · 6

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Binary Autoencoder for Text Modeling

2019 · Ruslan Baynazarov, Irina Piontkovskaya · Communications in computer and information science · 5

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

2023 · Konstantin Yakovlev, Gregory Polyakov, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 4

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

2023 · Konstantin Yakovlev, Alexander Podolskiy, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 4

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Single Example Can Improve Zero-Shot Data Generation

2021 · Pavel Burnyshev, Valentin Malykh, et al. · International Conference on Natural Language Generation · 4

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Can BERT eat RuCoLA? Topological Data Analysis to Explain

2023 · Irina Proskurina, Ekaterina Artemova, et al. · Workshop on Slavic Natural Language Processing (SlavicNLP) · 3

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LAMeD: LLM-generated Annotations for Memory Leak Detection

2025 · Ekaterina Shemetova, Ivan Smirnov, et al. · International Conference on Evaluation and Assessment in Software Engineering (EASE) · 2

YABLoCo: Yet Another Benchmark for Long Context Code Generation

2025 · Aidar Valeev, Roman Garaev, et al. · International Workshop on Large Language Models for Code (LLM4Code) · 2

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CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search

2025 · Nikita Sorokin, Tikhonov Anton, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 2

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

2023 · Andrey Bout, Alexander Podolskiy, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2

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InFoBERT: Zero-Shot Approach to Natural Language Understanding Using ContextualizedWord Embedding

2021 · Huawei Noah’s Ark lab, Moscow, Russia, Pavel Burnyshev, et al. · International conference Recent advances in natural language processing · 2

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ToolReflection: Improving Large Language Models for Real-World API Calls with Self-Generated Data

2025 · Gregory Polyakov, Ilseyar Alimova, et al. · Workshop for Research on Agent Language Models (REALM) · 1

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LlaMa meets Cheburashka: impact of cultural background for LLM quiz reasoning

2024 · Mikhail Lifar, Bogdan Protsenko, et al. · ChemRxiv · 1