Artificial Intelligence And Natural Language: 8th Conference, Ainl 2019, Tartu, Estonia, November 20-22, 2019, Proceedings (communications In Computer And Information Science)

This book constitutes the refereed proceedings of the 8 th 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. Front Matter ....Pages i-x Front Matter ....Pages 1-1 Effects of Training Data Size and Class Imbalance on the Performance of Classifiers (Wanwan Zheng, Mingzhe Jin)....Pages 3-17 SentiRusColl: Russian Collocation Lexicon for Sentiment Analysis (Anastasia Kotelnikova, Evgeny Kotelnikov)....Pages 18-32 An Approach to Inter-annotator Agreement Evaluation for the Named Entities Annotation Task at OpenCorpora (Liliya Volkova, Victor Bocharov)....Pages 33-44 Front Matter ....Pages 45-45 Soft Estimates of User Protection from Social Engineering Attacks (Maxim V. Abramov, Alexander L. Tulupyev)....Pages 47-58 Retrieval of Visually Shared News (Dmitrijs Milajevs)....Pages 59-73 Front Matter ....Pages 75-75 Comparative Analysis of Scientific Papers Collections via Topic Modeling and Co-authorship Networks (Fedor Krasnov, Alexander Dimentov, Mikhail Shvartsman)....Pages 77-98 Experimental Comparison of Unsupervised Approaches in the Task of Separating Specializations Within Professions in Job Vacancies (Mikhail Vinel, Ivan Ryazanov, Dmitriy Botov, Ivan Nikolaev)....Pages 99-112 Usage of HMM-Based Speech Recognition Methods for Automated Determination of a Similarity Level Between Languages (Ansis Ataols Bērziņš)....Pages 113-125 Prosodic Boundaries Prediction in Russian Using Morphological and Syntactic Features (Alla Menshikova, Daniil Kocharov)....Pages 126-135 Front Matter ....Pages 137-137 Binary Autoencoder for Text Modeling (Ruslan Baynazarov, Irina Piontkovskaya)....Pages 139-150 Bi-LSTM Model for Morpheme Segmentation of Russian Words (Elena Bolshakova, Alexander Sapin)....Pages 151-160 An Approach to Abstractive Summarization for Norwegian Bokmål (Mariia Fedorova, Valentin Malykh, Francis M. Tyers)....Pages 161-172 Back Matter ....Pages 173-173