Alexander Podolskiy
4 papers · 2020–2023 · 4 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(4)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
AAAI (1)
ACL (1)
COLING (1)
EMNLP (1)
Top co-authors
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 datum
(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
GEC-DePenD: Non-Autoregressive Grammatical Error Correction with Decoupled Permutation and Decoding
ACL 2023
Efficient Grammatical Error Correction Via Multi-Task Training and Optimized Training Schedule
EMNLP 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