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Artificial Intelligence and Natural Language

8th Conference, AINL 2019, Tartu, Estonia, November 20–22, 2019, Proceedings

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Dmitry Ustalov

    1. Krasovskii Institute of Mathematics and Mechanics, Yekaterinburg, Russia

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  2. Andrey Filchenkov

    1. ITMO University, St. Petersburg, Russia

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    You can also search for this editor in PubMed   Google Scholar

  3. Lidia Pivovarova

    1. Computer Science, University of Helsinki, Helsinki, Finland

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1119)

Included in the following conference series:

Conference proceedings info: AINL 2019.

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Table of contents (12 papers)

  1. Front Matter

    Pages i-x
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  2. Data Acquisition and Annotation

    1. Front Matter

      Pages 1-1
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    2. Effects of Training Data Size and Class Imbalance on the Performance of Classifiers

      • Wanwan Zheng, Mingzhe Jin
      Pages 3-17

    3. SentiRusColl: Russian Collocation Lexicon for Sentiment Analysis

      • Anastasia Kotelnikova, Evgeny Kotelnikov
      Pages 18-32

    4. An Approach to Inter-annotator Agreement Evaluation for the Named Entities Annotation Task at OpenCorpora

      • Liliya Volkova, Victor Bocharov
      Pages 33-44

  3. Human-Computer Interaction

    1. Front Matter

      Pages 45-45
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    2. Soft Estimates of User Protection from Social Engineering Attacks

      • Maxim V. Abramov, Alexander L. Tulupyev
      Pages 47-58

    3. Retrieval of Visually Shared News

      • Dmitrijs Milajevs
      Pages 59-73

  5. Neural Language Models

    1. Front Matter

      Pages 137-137
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    2. Binary Autoencoder for Text Modeling

      • Ruslan Baynazarov, Irina Piontkovskaya
      Pages 139-150

    3. Bi-LSTM Model for Morpheme Segmentation of Russian Words

      • Elena Bolshakova, Alexander Sapin
      Pages 151-160

    4. An Approach to Abstractive Summarization for Norwegian Bokmål

      • Mariia Fedorova, Valentin Malykh, Francis M. Tyers
      Pages 161-172

  6. Back Matter

    Pages 173-173
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  1. Artificial Intelligence and Natural Language

Keywords

About this book

This book constitutes the refereed proceedings of the 8th Conference on Artificial Intelligence and Natural Language, AINL 2019, held in Tartu, Estonia, in November 2019. 

The 10 revised full papers and 2 short papers were carefully reviewed and selected from 34 submissions. The papers are organized according to the following topics: ​data acquisition and annotation; human-computer interaction; statistical natural language processing; neural language models.

Editors and Affiliations

  • Krasovskii Institute of Mathematics and Mechanics, Yekaterinburg, Russia

    Dmitry Ustalov

  • ITMO University, St. Petersburg, Russia

    Andrey Filchenkov

  • Computer Science, University of Helsinki, Helsinki, Finland

    Lidia Pivovarova

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