← Authors

Aliaksei Severyn

27 papers · 2013–2025 · 12 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (32) 🌍 Conference Polyglot (12) πŸƒ Academic Marathon (12) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 🌈 Renaissance Researcher (5) πŸ”¬ Deep Specialist (11) πŸ‘₯ Mega-Team (20) 🀝 Dynamic Duo (11) 🧬 Topic Evolution πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (7) πŸ—ƒοΈ Keyword Collector (50) πŸ’Ž Century Club (27) πŸš€ 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

Alessandro Moschitti (11) Eric Malmi (11) Jonathan Mallinson (7) Sascha Rothe (5) Massimo Nicosia (5) Sebastian Krause (5) Jakub Adamek (4) Daniil Mirylenka (3) Kateryna Tymoshenko (2) Erhardt Barth (2)

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