Aliaksei Severyn

发表

Recurrent Dropout without Memory Loss

Erhardt Barth, Stanislau Semeniuta, Aliaksei Severyn, 2016, COLING.

Twitter Sentiment Analysis with Deep Convolutional Neural Networks

Alessandro Moschitti, Aliaksei Severyn, Aliaksei Severyn, 2015, SIGIR.

Leveraging Large Amounts of Weakly Supervised Data for Multi-Language Sentiment Classification

Thomas Hofmann, Aurélien Lucchi, Martin Jaggi, 2017, WWW.

iKernels-Core: Tree Kernel Learning for Textual Similarity

Alessandro Moschitti, Aliaksei Severyn, Massimo Nicosia, 2013, *SEMEVAL.

Leveraging Pre-trained Checkpoints for Sequence Generation Tasks

Aliaksei Severyn, S. Rothe, Shashi Narayan, 2019, Transactions of the Association for Computational Linguistics.

Text Generation with Text-Editing Models

Aliaksei Severyn, A. Chuklin, Jonathan Mallinson, 2022, NAACL.

EdiT5: Semi-Autoregressive Text-Editing with T5 Warm-Start

Aliaksei Severyn, Jonathan Mallinson, Eric Malmi, 2022, 2205.12209.

A Simple Recipe for Multilingual Grammatical Error Correction

Aliaksei Severyn, S. Rothe, Jonathan Mallinson, 2021, ACL.

Encode, Tag, Realize: High-Precision Text Editing

Aliaksei Severyn, Eric Malmi, Daniil Mirylenka, 2019, EMNLP.

Neural Ranking Models with Weak Supervision

W. Bruce Croft, Jaap Kamps, Hamed Zamani, 2017, SIGIR.

FELIX: Flexible Text Editing Through Tagging and Insertion

Guillermo Garrido, Aliaksei Severyn, Eric Malmi, 2020, FINDINGS.

Avoiding Your Teacher's Mistakes: Training Neural Networks with Controlled Weak Supervision pdf

Jaap Kamps, Aliaksei Severyn, Mostafa Dehghani, 2017, ArXiv.

Globally Normalized Transition-Based Neural Networks pdf

Slav Petrov, Michael Collins, Kuzman Ganchev, 2016, ACL.

Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities

Gary Bécigneul, Sylvain Gelly, Octavian-Eugen Ganea, 2019, ICML.

A Hybrid Convolutional Variational Autoencoder for Text Generation pdf

Erhardt Barth, Stanislau Semeniuta, Aliaksei Severyn, 2017, EMNLP.

Modelling input texts: from Tree Kernels to Deep Learning

Aliaksei Severyn, Aliaksei Severyn, 2015 .

Fast support vector machines for convolution tree kernels

Alessandro Moschitti, Aliaksei Severyn, Aliaksei Severyn, 2012, Data Mining and Knowledge Discovery.

UNITN: Training Deep Convolutional Neural Network for Twitter Sentiment Classification

Alessandro Moschitti, Aliaksei Severyn, Aliaksei Severyn, 2015, *SEMEVAL.

Structural relationships for large-scale learning of answer re-ranking

Alessandro Moschitti, Aliaksei Severyn, Aliaksei Severyn, 2012, SIGIR '12.

Teaching Small Language Models to Reason

Lucie Charlotte Magister, Aliaksei Severyn, Jonathan Mallinson, 2022, ArXiv.

Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks

Alessandro Moschitti, Aliaksei Severyn, Aliaksei Severyn, 2015, SIGIR.

Controlled Text Generation as Continuous Optimization with Multiple Constraints pdf

Aliaksei Severyn, Eric Malmi, Sachin Kumar, 2021, NeurIPS.

Dependency Parsing

Noah A. Smith, Christopher D. Manning, Danqi Chen, 2009, Encyclopedia of Artificial Intelligence.

On Accurate Evaluation of GANs for Language Generation pdf

Stanislau Semeniuta, Sylvain Gelly, Aliaksei Severyn, 2018, ArXiv.

Prosody Modifications for Question-Answering in Voice-Only Settings

Enrique Alfonseca, Aleksandr Chuklin, Damiano Spina, 2018, CLEF.

from Tree Kernels to Deep Learning

Aliaksei Severyn, Aliaksei Severyn, 2015 .

A syntax-aware re-ranker for microblog retrieval

M. de Rijke, Maarten de Rijke, Alessandro Moschitti, 2014, SIGIR.

Teaching Small Language Models to Reason

Lucie Charlotte Magister, Aliaksei Severyn, Jonathan Mallinson, 2022, ACL.

Small Language Models Improve Giants by Rewriting Their Outputs

Aliaksei Severyn, Jonathan Mallinson, Eric Malmi, 2023, ArXiv.

Eval all, trust a few, do wrong to none: Comparing sentence generation models pdf

Enrique Alfonseca, Ondrej Cífka, Aliaksei Severyn, 2018, ArXiv.

EdiT5: Semi-Autoregressive Text-Editing with T5 Warm-Start

Aliaksei Severyn, Jonathan Mallinson, Eric Malmi, 2022, EMNLP.

Unsupervised Text Style Transfer with Masked Language Models

Aliaksei Severyn, Eric Malmi, Sascha Rothe, 2020, EMNLP.

SenTube: A Corpus for Sentiment Analysis on YouTube Social Media

Alessandro Moschitti, Barbara Plank, Olga Uryupina, 2014, LREC.

Automatic Feature Engineering for Answer Selection and Extraction

Alessandro Moschitti, Aliaksei Severyn, Aliaksei Severyn, 2013, EMNLP.

Opinion Mining on YouTube

Alessandro Moschitti, Barbara Plank, Olga Uryupina, 2014, ACL.

Prosody Modifications for Question-Answering in Voice-Only Settings pdf

Enrique Alfonseca, Aleksandr Chuklin, Damiano Spina, 2018, ArXiv.

Learning to Learn from Weak Supervision by Full Supervision pdf

Jaap Kamps, Aliaksei Severyn, Mostafa Dehghani, 2017, ArXiv.

Modeling Relational Information in Question-Answer Pairs with Convolutional Neural Networks pdf

Alessandro Moschitti, Aliaksei Severyn, Aliaksei Severyn, 2016, ArXiv.

Multi-lingual opinion mining on YouTube

Alessandro Moschitti, Barbara Plank, Olga Uryupina, 2016, Inf. Process. Manag..

On the Automatic Learning of Sentiment Lexicons

Alessandro Moschitti, Aliaksei Severyn, Aliaksei Severyn, 2015, NAACL.

Building structures from classifiers for passage reranking

Alessandro Moschitti, Aliaksei Severyn, Massimo Nicosia, 2013, CIKM.

Learning Adaptable Patterns for Passage Reranking

Alessandro Moschitti, Aliaksei Severyn, Massimo Nicosia, 2013, CoNLL.

Large-Scale Support Vector Learning with Structural Kernels

Alessandro Moschitti, Aliaksei Severyn, Aliaksei Severyn, 2010, ECML/PKDD.

Encoding Semantic Resources in Syntactic Structures for Passage Reranking

Alessandro Moschitti, Aliaksei Severyn, Kateryna Tymoshenko, 2014, EACL.

Distributional Neural Networks for Automatic Resolution of Crossword Puzzles

Alessandro Moschitti, Gianni Barlacchi, Aliaksei Severyn, 2015, ACL.

Fast Linearization of Tree Kernels over Large-Scale Data

Alessandro Moschitti, Aliaksei Severyn, Aliaksei Severyn, 2013, IJCAI.

Fast support vector machines for convolution tree kernels

Aliaksei Severyn, Alessandro Moschitti, 2012, Data Mining and Knowledge Discovery.

Gemini: A Family of Highly Capable Multimodal Models

Tara N. Sainath, Dalia El Badawy, Reinald Kim Amplayo, 2023, ArXiv.

Adversarial Neural Networks for Cross-lingual Sequence Tagging pdf

Heike Adel, Anton Bryl, David Weiss, 2018, ArXiv.

Gemini: A Family of Highly Capable Multimodal Models

Tara N. Sainath, Dalia El Badawy, Reinald Kim Amplayo, 2023, ArXiv.