Always Keep your Target in Mind: Studying Semantics and Improving Performance of Neural Lexical Substitution. - Nikolay Arefyev; Boris Sheludko; Alexander Podolskiy; Alexander Panchenko (COLING, 2020)

A Comparative Study of Lexical Substitution Approaches based on Neural Language Models. - Nikolay Arefyev; Boris Sheludko; Alexander Podolskiy; Alexander Panchenko (CoRR, 2020)

Revisiting Mahalanobis Distance for Transformer-Based Out-of-Domain Detection. - Alexander Podolskiy; Dmitry Lipin; Andrey Bout; Ekaterina Artemova; Irina Piontkovskaya (AAAI, 2021)

GEC-DePenD: Non-Autoregressive Grammatical Error Correction with Decoupled Permutation and Decoding. - Konstantin Yakovlev; Alexander Podolskiy; Andrey Bout; Sergey I. Nikolenko; Irina Piontkovskaya (ACL (1), 2023)

Efficient Grammatical Error Correction Via Multi-Task Training and Optimized Training Schedule. - Andrey Bout; Alexander Podolskiy; Sergey I. Nikolenko; Irina Piontkovskaya (EMNLP, 2023)

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 (SIGIR, 2023)

PanGu-Σ: Towards Trillion Parameter Language Model with Sparse Heterogeneous Computing. - Xiaozhe Ren; Pingyi Zhou; Xinfan Meng; Xinjing Huang; Yadao Wang; Weichao Wang; Pengfei Li; Xiaoda Zhang; Alexander Podolskiy; Grigory Arshinov; Andrey Bout; Irina Piontkovskaya; et al. (CoRR, 2023)

Commute Your Domains: Trajectory Optimality Criterion for Multi-Domain Learning. - Alexey D. Rukhovich; Alexander Podolskiy; Irina Piontkovskaya (CoRR, 2025)