Aliaksei Severyn
27 papers · 2013–2025 · 12 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge π Conference Polyglot (12) π Academic Marathon (12) πΊοΈ Taxonomy Completionist (32)
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Keyword Pioneer
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Cross-Pollinator
(15)
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Renaissance Researcher
(5)
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Deep Specialist
(11)
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Mega-Team
(20)
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Dynamic Duo
(11)
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Topic Evolution
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Trend Setter
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Unstoppable
(7)
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Keyword Collector
(50)
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Century Club
(27)
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Conference Pioneer
Conferences
ACL (7)
EMNLP (6)
IJCNLP (3)
EACL (2)
NAACL (2)
COLING (1)
CONLL (1)
ICLR (1)
ICML (1)
IJCAI (1)
NIPS (1)
SEMEVAL (1)
Top co-authors
Keywords
text generation
(6)
text editing
(5)
grammatical error correction
(4)
language model
(3)
few-shot learning
(2)
masked language model
(2)
recurrent neural network
(2)
knowledge distillation
(2)
grammar correction
(2)
synthetic data generation
(2)
sequence tagging
(2)
text simplification
(2)
large language model
(2)
model merging
(1)
style transfer
(1)
matrix factorization
(1)
multilingual nlp
(1)
machine translation
(1)
variational inference
(1)
continuous optimization
(1)
Papers
BOND: Aligning LLMs with Best-of-N Distillation
ICLR 2025
Small Language Models Improve Giants by Rewriting Their Outputs
EACL 2024
Teaching Small Language Models to Reason
ACL 2023
Text Generation with Text-Editing Models
NAACL 2022
EdiT5: Semi-Autoregressive Text Editing with T5 Warm-Start
EMNLP 2022
Controlled Text Generation as Continuous Optimization with Multiple Constraints
NIPS 2021
A Simple Recipe for Multilingual Grammatical Error Correction
IJCNLP 2021
A Simple Recipe for Multilingual Grammatical Error Correction
ACL 2021
FELIX: Flexible Text Editing Through Tagging and Insertion
EMNLP 2020
Unsupervised Text Style Transfer with Padded Masked Language Models
EMNLP 2020
Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities
ICML 2019
Encode, Tag, Realize: High-Precision Text Editing
IJCNLP 2019
Encode, Tag, Realize: High-Precision Text Editing
EMNLP 2019
A Hybrid Convolutional Variational Autoencoder for Text Generation
EMNLP 2017
RelTextRank: An Open Source Framework for Building Relational Syntactic-Semantic Text Pair Representations
ACL 2017
Recurrent Dropout without Memory Loss
COLING 2016
Globally Normalized Transition-Based Neural Networks
ACL 2016
UNITN: Training Deep Convolutional Neural Network for Twitter Sentiment Classification
SEMEVAL 2015
Distributional Neural Networks for Automatic Resolution of Crossword Puzzles
IJCNLP 2015
Distributional Neural Networks for Automatic Resolution of Crossword Puzzles
ACL 2015
On the Automatic Learning of Sentiment Lexicons
NAACL 2015
Opinion Mining on YouTube
ACL 2014
Encoding Semantic Resources in Syntactic Structures for Passage Reranking
EACL 2014
Automatic Feature Engineering for Answer Selection and Extraction
EMNLP 2013
Learning Semantic Textual Similarity with Structural Representations
ACL 2013
Learning Adaptable Patterns for Passage Reranking
CONLL 2013
Fast Linearization of Tree Kernels over Large-Scale Data
IJCAI 2013