Elena Tutubalina - Dissemin

All papers authored by Elena Tutubalina

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2019 I. S. Alimova, E. V. Tutubalina

Entity-Level Classification of Adverse Drug Reaction: A Comparative Analysis of Neural Network Models

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I. Alimova, E. Tutubalina

A comparative study on feature selection in relation extraction from electronic health records

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Elena Tutubalina

, Ilseyar Alimova, Valery Solovyev

Biomedical Entities Impact on Rating Prediction for Psychiatric Drugs

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W. van der Aalst, Batagelj, D. I. Ignatov, M. Khachay, Kuskova, A. Kutuzov, S. O. Kuznetsov, I. A. Lomazova, N. Loukachevitch, A. Napoli, P. M. Pardalos, M. Pelillo, A. Savchenko, E. Tutubalina

Preface

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Valentin Malykh, Anton Alekseev, Elena Tutubalina

, Ilya Shenbin, Sergey Nikolenko

Wear the Right Head: Comparing Strategies for Encoding Sentences for Aspect Extraction

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Nicolay Rusnachenko, Natalia Loukachevitch, Elena Tutubalina

Distant supervision for sentiment attitude extraction

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Sergey I. Nikolenko

, Elena Tutubalina

, Valentin Malykh, Ilya Shenbin, Anton Alekseev

AspeRa: Aspect-Based Rating Prediction Model

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I. Alimova, E. Tutubalina

Comparative analysis of context representation models in the relation extraction task from biomedical texts

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2018 A. Khasianov, I. Alimova, A. Marchenko, G. Nurhambetova, E. Tutubalina

, D. Zuev

Lawyer's Intellectual Tool for Analysis of Legal Documents in Russian

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Elena Tutubalina

, Zulfat Miftahutdinov, Sergey Nikolenko

, Valentin Malykh

Medical concept normalization in social media posts with recurrent neural networks

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Z. Miftahutdinov, E. Tutubalina

Leveraging deep neural networks and semantic similarity measures for medical concept normalisation in user reviews

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Zulfat Miftahutdinov, Elena Tutubalina

Deep Learning for ICD Coding: Looking for Medical Concepts in Clinical Documents in English and in French

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2017 Ilseyar Alimova, Elena Tutubalina

Automated Detection of Adverse Drug Reactions from Social Media Posts with Machine Learning

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Elena Tutubalina

, Sergey Nikolenko

Exploring convolutional neural networks and topic models for user profiling from drug reviews

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Zulfat Miftahutdinov, Elena Tutubalina

End-to-end deep framework for disease named entity recognition using social media data

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E. V. Tutubalina

, Z. S.-H. Miftahutdinov, R. I. Nugmanov, T. I. Madzhidov, S. I. Nikolenko

, I. S. Alimova, A. E. Tropsha

Using semantic analysis of texts for the identification of drugs with similar therapeutic effects

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Ilseyar Alimova, Elena Tutubalina

, Julia Alferova, Guzel Gafiyatullina

A Machine Learning Approach to Classification of Drug Reviews in Russian

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Elena Tutubalina

, Sergey Nikolenko

Demographic Prediction Based on User Reviews about Medications

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This paper is made freely available by the publisher.

Elena Tutubalina

, Sergey Nikolenko

Combination of Deep Recurrent Neural Networks and Conditional Random Fields for Extracting Adverse Drug Reactions from User Reviews

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Elena Tutubalina

, Sergey Nikolenko

Automated Prediction of Demographic Information from Medical User Reviews

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All papers authored by Elena Tutubalina