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Alexander Podolskiy

4 papers · 2020–2023 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

AAAI (1) ACL (1) COLING (1) EMNLP (1)

Top co-authors

Andrey Bout (3) Irina Piontkovskaya (3) Sergey Nikolenko (2) Alexander Panchenko (1) Ekaterina Artemova (1) Dmitry Lipin (1) Konstantin Yakovlev (1) Boris Sheludko (1) Nikolay Arefyev (1)

Research topics

Machine Learning (3) Natural Language Processing (3) Generation (3) Core Methods (2) Artificial Intelligence (1) Deep Learning (1) Application Areas (1) Core AI (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

grammatical error correction (2) masked language model (1) out-of-domain detection (1) intent classification (1) synthetic data generation (1) mahalanobis distance (1) denoising autoencoder (1) synthetic data (1) model efficiency (1) semantic relation (1) sequence to sequence (1) contextual embedding (1) word sense induction (1) multi-task training (1) non-autoregressive generation (1) lexical substitution (1) training schedule optimization (1) representation learning (1) permutation network (1)

Papers

Efficient Grammatical Error Correction Via Multi-Task Training and Optimized Training Schedule EMNLP 2023 GEC-DePenD: Non-Autoregressive Grammatical Error Correction with Decoupled Permutation and Decoding ACL 2023 Revisiting Mahalanobis Distance for Transformer-Based Out-of-Domain Detection AAAI 2021 Always Keep your Target in Mind: Studying Semantics and Improving Performance of Neural Lexical Substitution COLING 2020