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Unsupervised Text Style Transfer with Padded Masked Language Models

Oct 02, 2020
Eric Malmi, Aliaksei Severyn, Sascha Rothe

* EMNLP 2020 

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Felix: Flexible Text Editing Through Tagging and Insertion

Mar 24, 2020
Jonathan Mallinson, Aliaksei Severyn, Eric Malmi, Guillermo Garrido


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Encode, Tag, Realize: High-Precision Text Editing

Sep 03, 2019
Eric Malmi, Sebastian Krause, Sascha Rothe, Daniil Mirylenka, Aliaksei Severyn

* EMNLP 2019 

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Leveraging Pre-trained Checkpoints for Sequence Generation Tasks

Jul 29, 2019
Sascha Rothe, Shashi Narayan, Aliaksei Severyn


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Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities

Feb 21, 2019
Octavian-Eugen Ganea, Sylvain Gelly, Gary Bécigneul, Aliaksei Severyn


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

Oct 30, 2018
Ondřej Cífka, Aliaksei Severyn, Enrique Alfonseca, Katja Filippova

* 12 pages (3 page appendix); v2: added hyperparameter settings, clarifications 

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Adversarial Neural Networks for Cross-lingual Sequence Tagging

Aug 14, 2018
Heike Adel, Anton Bryl, David Weiss, Aliaksei Severyn


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On Accurate Evaluation of GANs for Language Generation

Jun 14, 2018
Stanislau Semeniuta, Aliaksei Severyn, Sylvain Gelly


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Prosody Modifications for Question-Answering in Voice-Only Settings

Jun 11, 2018
Aleksandr Chuklin, Aliaksei Severyn, Johanne Trippas, Enrique Alfonseca, Hanna Silen, Damiano Spina


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

Dec 07, 2017
Mostafa Dehghani, Aliaksei Severyn, Sascha Rothe, Jaap Kamps


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Learning to Learn from Weak Supervision by Full Supervision

Nov 30, 2017
Mostafa Dehghani, Aliaksei Severyn, Sascha Rothe, Jaap Kamps

* Accepted at NIPS Workshop on Meta-Learning (MetaLearn 2017), Long Beach, CA, USA 

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Neural Ranking Models with Weak Supervision

May 29, 2017
Mostafa Dehghani, Hamed Zamani, Aliaksei Severyn, Jaap Kamps, W. Bruce Croft

* In proceedings of The 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2017) 

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

Mar 07, 2017
Jan Deriu, Aurelien Lucchi, Valeria De Luca, Aliaksei Severyn, Simon Müller, Mark Cieliebak, Thomas Hofmann, Martin Jaggi

* appearing at WWW 2017 - 26th International World Wide Web Conference 

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A Hybrid Convolutional Variational Autoencoder for Text Generation

Feb 08, 2017
Stanislau Semeniuta, Aliaksei Severyn, Erhardt Barth


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Recurrent Dropout without Memory Loss

Aug 05, 2016
Stanislau Semeniuta, Aliaksei Severyn, Erhardt Barth


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Globally Normalized Transition-Based Neural Networks

Jun 08, 2016
Daniel Andor, Chris Alberti, David Weiss, Aliaksei Severyn, Alessandro Presta, Kuzman Ganchev, Slav Petrov, Michael Collins


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

Apr 05, 2016
Aliaksei Severyn, Alessandro Moschitti


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