Aliaksei Severyn

Trans. Assoc. Comput. Linguistics, 2020

Unsupervised Text Style Transfer with Padded Masked Language Models.

[BibT_eX]

[DOI]

Eric Malmi

Sascha Rothe

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

FELIX: Flexible Text Editing Through Tagging and Insertion.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2019

Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Encode, Tag, Realize: High-Precision Text Editing.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Using Audio Transformations to Improve Comprehension in Voice Question Answering.

[BibT_eX]

[DOI]

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2019

2018

Adversarial Neural Networks for Cross-lingual Sequence Tagging.

[BibT_eX]

[DOI]

CoRR, 2018

On Accurate Evaluation of GANs for Language Generation.

[BibT_eX]

[DOI]

Stanislau Semeniuta

Sylvain Gelly

CoRR, 2018

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

[BibT_eX]

[DOI]

CoRR, 2018

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

[BibT_eX]

[DOI]

CoRR, 2018

2017

Learning to Learn from Weak Supervision by Full Supervision.

[BibT_eX]

[DOI]

CoRR, 2017

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

[BibT_eX]

[DOI]

CoRR, 2017

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

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on World Wide Web, 2017

Neural Ranking Models with Weak Supervision.

[BibT_eX]

[DOI]

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

A Hybrid Convolutional Variational Autoencoder for Text Generation.

[BibT_eX]

[DOI]

Stanislau Semeniuta

Erhardt Barth

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

RelTextRank: An Open Source Framework for Building Relational Syntactic-Semantic Text Pair Representations.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

Multi-lingual opinion mining on YouTube.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2016

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

[BibT_eX]

[DOI]

CoRR, 2016

Recurrent Dropout without Memory Loss.

[BibT_eX]

[DOI]

Stanislau Semeniuta

Erhardt Barth

Proceedings of the COLING 2016, 2016

Globally Normalized Transition-Based Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

Modelling input texts: from Tree Kernels to Deep Learning.

[BibT_eX]

[DOI]

PhD thesis, 2015

Twitter Sentiment Analysis with Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

UNITN: Training Deep Convolutional Neural Network for Twitter Sentiment Classification.

[BibT_eX]

[DOI]

Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

On the Automatic Learning of Sentiment Lexicons.

[BibT_eX]

[DOI]

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Distributional Neural Networks for Automatic Resolution of Crossword Puzzles.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014

A syntax-aware re-ranker for microblog retrieval.

[BibT_eX]

[DOI]

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

SenTube: A Corpus for Sentiment Analysis on YouTube Social Media.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Encoding Semantic Resources in Syntactic Structures for Passage Reranking.

[BibT_eX]

[DOI]

Kateryna Tymoshenko

Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

Opinion Mining on YouTube.

[BibT_eX]

[DOI]

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013

iKernels-Core: Tree Kernel Learning for Textual Similarity.

[BibT_eX]

[DOI]

Proceedings of the Second Joint Conference on Lexical and Computational Semantics, 2013

Fast Linearization of Tree Kernels over Large-Scale Data.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

Automatic Feature Engineering for Answer Selection and Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Learning Adaptable Patterns for Passage Reranking.

[BibT_eX]

[DOI]

Proceedings of the Seventeenth Conference on Computational Natural Language Learning, 2013

Building structures from classifiers for passage reranking.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Learning Semantic Textual Similarity with Structural Representations.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012

Fast support vector machines for convolution tree kernels.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2012

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

[BibT_eX]

[DOI]

Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

2011

Fast Support Vector Machines for Structural Kernels.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

Large-Scale Learning with Structural Kernels for Class-Imbalanced Datasets.

[BibT_eX]

[DOI]

Proceedings of the Eternal Systems - First International Workshop, 2011

2010

Large-Scale Support Vector Learning with Structural Kernels.

[BibT_eX]

[DOI]