| Vol-2303 urn:nbn:de:0074-2303-3 Copyright © 2018 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# CMLS 2018
Computational Models in Language and Speech

### Proceedings of Computational Models in Language and Speech Workshop (CMLS 2018)
co-located with the 15th TEL International Conference on Computational and Cognitive Linguistics (TEL 2018)

### Kazan, Russia, November 1, 2018.

Edited by

### Alexander Elizarov *
Natalia Loukachevitch **

* Kazan (Volga Region) Federal University, N.I. Lobachevsky Institute of Mathematics and Mechanics, Kazan, Russia
** Lomonosov Moscow State University, Research Computing Center, Moscow, Russia

## Table of Contents

- Preface

- Nonverbal Elements in Everyday Russian Speech: an Attempt at Categorization 3-13
  Natalia Bogdanova-Beglarian, Ekaterina Baeva
- Analysis of Dynamics of the Number of Syntactic Dependencies in Russian and English Using Google Books Ngram 14-25
  Vladimir Bochkarev, Valery Solovyev, Anna Shevlyakova
- A Neural Network Approach to Morphological Disambiguation Based on the LSTM Architecture in the National Corpus of the Tatar Language (short paper) 26-34
  Rinat Gilmullin, Bulat Khakimov, Ramil Gataullin
- Extended Language Modeling Experiments for Kazakh (short paper) 35-43
  Bagdat Myrzakhmetov, Zhanibek Kozhirbayev
- An Analysis of Plane Task Text Ellipticity and the Possibility of Ellipses Reconstructing Based on Cognitive Modeling Geometric Objects and Actions 44-57
  Xenia Naidenova, Sergei Kurbatov, Vjacheslav Ganapol’skii
- Named Entity Recognition in Tatar: Corpus-Based Algorithm 58-68
  Olga Nevzorova, Damir Mukhamedshin, Alfiya Galieva
- Logical-Ontological Approach to Coreference Resolution 69-82
  Elena Sidorova, Natalya Garanina, Irina Kononenko, Alexey Sery
- Application of KEA for Semantically Associated Structural Units Search in a Corpus and Text Summarization 83-92
  Elena Sokolova
- Studying Text Complexity in Russian Academic Corpus with Multi-Level Annotation 93-103
  Marina Solnyshkina, Valery Solovyev, Vladimir Ivanov, Andrey Danilov
- An Overview of the Available Corpora for Evaluation of the Automatic Keyword Extraction Algorithms 104-116
  Alexander Vanyushkin, Leonid Graschenko
- Improving the Quality of Information Retrieval Using Syntactic Analysis of Search Query 117-127
  Nadezhda Yarushkina, Aleksey Filippov, Maria Grigoricheva
- Pragmatic Markers in the Corpus “One Day of Speech”: Approaches to the Annotation 128-143
  Kristina Zaides, Tatiana Popova, Natalia Bogdanova-Beglarian
- Дистрибутивно-статистический анализ как инструмент автоматизации формирования семантических полей (на примере поля «империя»)
  (The Distributive and Statistical Analysis as a Tool to Automate the Formation of Semantic Fields (on the Example of the Linguocultural Concept of "Empire")) 144-162
  Victor Zakharov
- Roles Contradictions Play in Logical Models of Metaphors and Presuppositions 163-177
  Boris Kulik, Alexander Fridman

2018-12-21: submitted by Alexander Elizarov, metadata incl. bibliographic data published under Creative Commons CC0
2019-01-15: published on CEUR-WS.org |valid HTML5|