Irina Piontkovskaya
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
22
Venues
13
Active years
2018–2026
Best venue rank
A*
Where they publish
Papers
22 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | EACL | AudioSAE: Towards Understanding of Audio-Processing Models with Sparse AutoEncoders. | Georgii Aparin, Tasnima Sadekova, Alexey D. Rukhovich, Assel Yermekova, Laida Kushnareva, Vadim Popov, Kristian Kuznetsov, Irina Piontkovskaya |
| 2026 | EACL | Unveiling Intrinsic Dimension of Texts: from Academic Abstract to Creative Story. | Vladislav Pedashenko, Laida Kushnareva, Yana Khassan Nibal, Eduard Tulchinskii, Kristian Kuznetsov, Vladislav Zharchinskii, Yury Maximov, Irina Piontkovskaya |
| 2026 | LREC | RuBIN: A Russian Benchmark for Evaluating LLMs with Cultural Insights. | Polina Lazukova, Irina Piontkovskaya |
| 2025 | ACL | Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders. | Kristian Kuznetsov, Laida Kushnareva, Anton Razzhigaev, Polina Druzhinina, Anastasia Voznyuk, Irina Piontkovskaya, Evgeny Burnaev, Serguei Barannikov |
| 2025 | EASE | LAMeD: LLM-generated Annotations for Memory Leak Detection. | Ekaterina Shemetova, Ivan Smirnov, Anton Alekseev, Ilya Shenbin, Alexey D. Rukhovich, Sergey I. Nikolenko, Vadim Lomshakov, Irina Piontkovskaya |
| 2025 | EMNLP | Quantifying Logical Consistency in Transformers via Query-Key Alignment. | Eduard Tulchinskii, Laida Kushnareva, Anastasia Voznyuk, Andrei Andriiainen, Irina Piontkovskaya, Evgeny Burnaev, Serguei Barannikov |
| 2025 | NAACL | CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search. | Nikita Sorokin, Tikhonov Anton, Dmitry Abulkhanov, Ivan Sedykh, Irina Piontkovskaya, Valentin Malykh |
| 2025 | RANLP | Fast Thinking with Structured Prompts: Enabling LLM Reasoning without Chain-of-Thought Generation. | Kirill Morozov, Liubov Chubarova, Irina Piontkovskaya |
| 2024 | EMNLP | Robust AI-Generated Text Detection by Restricted Embeddings. | Kristian Kuznetsov, Eduard Tulchinskii, Laida Kushnareva, German Magai, Serguei Barannikov, Sergey I. Nikolenko, Irina Piontkovskaya |
| 2023 | ACL | GEC-DePenD: Non-Autoregressive Grammatical Error Correction with Decoupled Permutation and Decoding. | Konstantin Yakovlev, Alexander Podolskiy, Andrey Bout, Sergey I. Nikolenko, Irina Piontkovskaya |
| 2023 | EMNLP | Efficient Grammatical Error Correction Via Multi-Task Training and Optimized Training Schedule. | Andrey Bout, Alexander Podolskiy, Sergey I. Nikolenko, Irina Piontkovskaya |
| 2023 | Interspeech | Topological Data Analysis for Speech Processing. | Eduard Tulchinskii, Kristian Kuznetsov, Laida Kushnareva, Daniil Cherniavskii, Serguei Barannikov, Irina Piontkovskaya, Sergey I. Nikolenko, Evgeny Burnaev |
| 2023 | SIGIR | Sinkhorn Transformations for Single-Query Postprocessing in Text-Video Retrieval. | Konstantin Yakovlev, Gregory Polyakov, Ilseyar Alimova, Alexander Podolskiy, Andrey Bout, Sergey I. Nikolenko, Irina Piontkovskaya |
| 2022 | EMNLP | Acceptability Judgements via Examining the Topology of Attention Maps. | Daniil Cherniavskii, Eduard Tulchinskii, Vladislav Mikhailov, Irina Proskurina, Laida Kushnareva, Ekaterina Artemova, Serguei Barannikov, Irina Piontkovskaya, Dmitri Piontkovski, Evgeny Burnaev |
| 2022 | NAACL | Ask Me Anything in Your Native Language. | Nikita Sorokin, Dmitry Abulkhanov, Irina Piontkovskaya, Valentin Malykh |
| 2021 | AAAI | Revisiting Mahalanobis Distance for Transformer-Based Out-of-Domain Detection. | Alexander Podolskiy, Dmitry Lipin, Andrey Bout, Ekaterina Artemova, Irina Piontkovskaya |
| 2021 | EMNLP | Artificial Text Detection via Examining the Topology of Attention Maps. | Laida Kushnareva, Daniil Cherniavskii, Vladislav Mikhailov, Ekaterina Artemova, Serguei Barannikov, Alexander Bernstein, Irina Piontkovskaya, Dmitri Piontkovski, Evgeny Burnaev |
| 2021 | INLG | Single Example Can Improve Zero-Shot Data Generation. | Pavel Burnyshev, Valentin Malykh, Andrey Bout, Ekaterina Artemova, Irina Piontkovskaya |
| 2021 | RANLP | InFoBERT: Zero-Shot Approach to Natural Language Understanding Using Contextualized Word Embedding. | Pavel Burnyshev, Andrey Bout, Valentin Malykh, Irina Piontkovskaya |
| 2021 | RANLP | Multiple Teacher Distillation for Robust and Greener Models. | Artur Ilichev, Nikita Sorokin, Irina Piontkovskaya, Valentin Malykh |
| 2020 | COLING | SumTitles: a Summarization Dataset with Low Extractiveness. | Valentin Malykh, Konstantin Chernis, Ekaterina Artemova, Irina Piontkovskaya |
| 2018 | ICLR | Distributed Fine-tuning of Language Models on Private Data. | Vadim Popov, Mikhail A. Kudinov, Irina Piontkovskaya, Petr Vytovtov, Alex Nevidomsky |