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Near-Zero-Shot Suggestion Mining with a Little Help from WordNet


Nov 25, 2021
Anton Alekseev, Elena Tutubalina, Sejeong Kwon, Sergey Nikolenko

* Accepted to the 10th International Conference on Analysis of Images, Social Networks and Texts (AIST 2021) 

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Improving unsupervised neural aspect extraction for online discussions using out-of-domain classification


Jun 17, 2020
Anton Alekseev, Elena Tutubalina, Valentin Malykh, Sergey Nikolenko

* Journal of Intelligent & Fuzzy Systems, pre-press, https://content.iospress.com/articles/journal-of-intelligent-and-fuzzy-systems/ifs179908 

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The Russian Drug Reaction Corpus and Neural Models for Drug Reactions and Effectiveness Detection in User Reviews


Apr 07, 2020
Elena Tutubalina, Ilseyar Alimova, Zulfat Miftahutdinov, Andrey Sakhovskiy, Valentin Malykh, Sergey Nikolenko

* 9 pages, 9 tables, 4 figures 

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High-Resolution Daytime Translation Without Domain Labels


Mar 23, 2020
Ivan Anokhin, Pavel Solovev, Denis Korzhenkov, Alexey Kharlamov, Taras Khakhulin, Alexey Silvestrov, Sergey Nikolenko, Victor Lempitsky, Gleb Sterkin

* accepted to CVPR 2020 

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CommentsRadar: Dive into Unique Data on All Comments on the Web


Aug 16, 2019
Sergey Nikolenko, Elena Tutubalina, Zulfat Miftahutdinov, Eugene Beloded


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Free-Lunch Saliency via Attention in Atari Agents


Aug 07, 2019
Dmitry Nikulin, Anastasia Ianina, Vladimir Aliev, Sergey Nikolenko

* 10 pages, 5 figures, 4 tables 

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Breast Tumor Cellularity Assessment using Deep Neural Networks


May 05, 2019
Alexander Rakhlin, Alexey A. Shvets, Alexandr A. Kalinin, Aleksei Tiulpin, Vladimir I. Iglovikov, Sergey Nikolenko


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Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models


Nov 29, 2018
Daniil Polykovskiy, Alexander Zhebrak, Benjamin Sanchez-Lengeling, Sergey Golovanov, Oktai Tatanov, Stanislav Belyaev, Rauf Kurbanov, Aleksey Artamonov, Vladimir Aladinskiy, Mark Veselov, Artur Kadurin, Sergey Nikolenko, Alan Aspuru-Guzik, Alex Zhavoronkov

* 21 pages, 6 figures, 2 tables, GitHub Repository 

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Sequence Learning with RNNs for Medical Concept Normalization in User-Generated Texts


Nov 29, 2018
Elena Tutubalina, Zulfat Miftahutdinov, Sergey Nikolenko, Valentin Malykh

* Journal of Biomedical Informatics. - 2018. - Vol.84, Is.. - P.93-102 
* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216 

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