• A
  • A
  • A
  • АБВ
  • АБВ
  • АБВ
  • A
  • A
  • A
  • A
  • A
Обычная версия сайта
  • RU
  • EN
  • HSE University
  • Publications
  • Book chapter
  • Towards the Data-driven System for Rhetorical Parsing of Russian Texts.
  • RU
  • EN
Расширенный поиск
Высшая школа экономики
Национальный исследовательский университет
Priority areas
  • business informatics
  • economics
  • engineering science
  • humanitarian
  • IT and mathematics
  • law
  • management
  • mathematics
  • sociology
  • state and public administration
by year
  • 2028
  • 2027
  • 2026
  • 2025
  • 2024
  • 2023
  • 2022
  • 2021
  • 2020
  • 2019
  • 2018
  • 2017
  • 2016
  • 2015
  • 2014
  • 2013
  • 2012
  • 2011
  • 2010
  • 2009
  • 2008
  • 2007
  • 2006
  • 2005
  • 2004
  • 2003
  • 2002
  • 2001
  • 2000
  • 1999
  • 1998
  • 1997
  • 1996
  • 1995
  • 1994
  • 1993
  • 1992
  • 1991
  • 1990
  • 1989
  • 1988
  • 1987
  • 1986
  • 1985
  • 1984
  • 1983
  • 1982
  • 1981
  • 1980
  • 1979
  • 1978
  • 1977
  • 1976
  • 1975
  • 1974
  • 1973
  • 1972
  • 1971
  • 1970
  • 1969
  • 1968
  • 1967
  • 1966
  • 1965
  • 1964
  • 1963
  • 1958
  • More
Subject
News
October 1, 2026
HSE Researchers Show How Congenital Motor Disorders Affect Brain Development
Researchers from HSE University’s Institute for Cognitive Neuroscience have synthesised the findings of their previous studies on brain development in children with obstetric brachial plexus palsy and arthrogryposis. Their analysis shows that impaired motor function in early childhood not only limits children’s motor experience but also affects memory, categorical thinking, and information processing. The study has been published in Frontiers in Psychology.
October 1, 2026
Window into the Body: Scientists Develop Neural Network to Detect Risk of 15 Diseases from Retinal Images
Russian universities, with the participation of HSE University, Sber, and Z-union, have developed a neural network that can simultaneously assess the risk of 15 types of pathology from retinal photographs, including not only eye diseases but also cardiovascular conditions. The AI system can help clinicians detect potentially concerning changes at an early stage, identify signs reflecting the condition of retinal blood vessels, and determine whether a patient may need further examination. The paper has been published in Frontiers in Medicine.
September 30, 2026
'We Did Not Limit the Time for Questions'
The International Laboratory for Supercomputer Atomistic Modelling and Multi-Scale Analysis at HSE University held a major conference on molecular dynamics. Participants had the opportunity to attend all the presentations, while speakers were given as much time as they needed to answer questions. The HSE News Service interviewed Grigory Smirnov, Head of the Laboratory, and Genri Norman, Chief Research Fellow, about the conference preparations and the discussions it generated.

 

Have you spotted a typo?
Highlight it, click Ctrl+Enter and send us a message. Thank you for your help!

Publications
  • Books
  • Articles
  • Chapters of books
  • Working papers
  • Report a publication
  • Research at HSE

?

Towards the Data-driven System for Rhetorical Parsing of Russian Texts.

.
Toldova S., Chistova E., Kobozeva M., Shelmanov A., Smirnov I., Pisarevskaya D.

Results of the first experimental evaluation of machine learning models trained on RuRSTreebank – first Russian corpus annotated within RST framework – are presented. Various lexical, quantitative, morphological, and semantic features were used. In rhetorical relation classification, the ensemble of CatBoost model with selected features and a linear SVM model provides the best score (macro F1 = 54.67 ± 0.38). We discover that most of the important features for rhetorical relation classification are related to discourse connectives derived from the connectives lexicon for Russian and from other sources

Language: English
DOI
Text on another site
Keywords: data-driven approachdiscourse parsingdiscourse treebanks

In book

Proceedings of DISRPT 2019 - The Workshop on Discourse Relation Parsing and Treebanking. NAACL HLT 2019
Association for Computational Linguistics, 2019.
Similar publications
On the generalization ability of data-driven models in the problem of total cloud cover retrieval
Krinitskiy M., Alexandrova M., Verezemskaya P. et al., Remote Sensing 2021 Vol. 13 No. 2 Article 326
Total Cloud Cover (TCC) retrieval from ground-based optical imagery is a problem that has been tackled by several generations of researchers. The number of human-designed algorithms for the estimation of TCC grows every year. However, there has been no considerable progress in terms of quality, mostly due to the lack of systematic approach to the ...
Added: September 24, 2021
Proceedings of the First Workshop on Computational Approaches to Discourse
Association for Computational Linguistics, 2020.
Added: November 18, 2020
Proceedings of DISRPT 2019 - The Workshop on Discourse Relation Parsing and Treebanking. NAACL HLT 2019
Association for Computational Linguistics, 2019.
This book summarizes the main topics at the 2019 workshop on Discourse Relation Parsing and Treebanking (DISRPT 2019). Co-located with NAACL 2019 in Minneapolis, the workshop’s aim was to bring together researchers working on corpus-based and computational approaches to discourse relations. In addition to an invited talk, eighteen papers outlined below were presented, four of which ...
Added: April 22, 2020
Classification Models for RST Discourse Parsing of Texts In Russian
Chistova E., Shelmanov A., Kobozeva M. et al., , in: Computational Linguistics and Intellectual Technologies Papers from the Annual International Conference “Dialogue” (2019)Issue 18.: M.: Russian State University for the Humanitie, 2019. P. 163–176.
The paper considers the task of automatic discourse parsing of texts in Russian. Discourse parsing is a well-known approach to capturing text semantics across boundaries of single sentences. Discourse annotation was found to be useful for various tasks including summarization, sentiment analysis, question-answering. Recently, the release of manually annotated Ru-RSTreebank corpus unlocked the possibility of ...
Added: October 16, 2019
Новые данные, новая статистика: от кризиса воспроизводимости к новым требованиям к анализу и представлению данных в социальных науках
Deviatko I. F., Социологические исследования 2018 № 12 С. 30–38
The article analyzes main causes and consequences of the interdisciplinary crisis of the reproducibility and reliability of the results of scientific research that has unfolded in the social sciences in parallel with the «data revolution». This crisis is expressed not only in the growing concern of scientists about the reliability of research results and the ...
Added: January 17, 2019
Proceedings of the 16th International Workshop on Treebanks and Linguistic Theories (TLT 16)
Association for Computational Linguistics, 2017.
The volume includes papers presented at the 16th International Workshop on Treebanks and Linguistic Theories (TLT), which brings together developers and users of linguistically annotated natural language corpora. As ‘treebanks’ we consider any pairing of natural language data (spoken or written) with annotations of linguistic structure at various levels of analysis, ranging from e.g. morpho-phonology ...
Added: December 11, 2018
Инструменты корпусного анализа в обучении иностранному языку
Gorina O. G., Вестник Томского государственного университета 2018 Т. 22 № 435 С. 187–194
As was initially suggested by data-driven teaching pioneers not only the researcher, but also the learner should be given the chance of studying language through corpus or get access to authentic linguistic data. Working on that assumption,the article elaborates on the potential of corpus analysis for the purpose of L2 teaching. Firstly, a succession of ...
Added: January 21, 2018
  • About
  • About
  • Key Figures & Facts
  • Sustainability at HSE University
  • Faculties & Departments
  • International Partnerships
  • Faculty & Staff
  • HSE Buildings
  • HSE University for Persons with Disabilities
  • Public Enquiries
  • Studies
  • Admissions
  • Programme Catalogue
  • Undergraduate
  • Graduate
  • Exchange Programmes
  • Summer University
  • Summer Schools
  • Semester in Moscow
  • Business Internship
  • Research
  • International Laboratories
  • Research Centres
  • Research Projects
  • Monitoring Studies
  • Conferences & Seminars
  • Academic Jobs
  • Yasin (April) International Academic Conference on Economic and Social Development
  • Media & Resources
  • Publications by staff
  • HSE Journals
  • Publishing House
  • iq.hse.ru: commentary by HSE experts
  • Library
  • Economic & Social Data Archive
  • Video
  • HSE Repository of Socio-Economic Information
  • HSE1993–2026
  • Contacts
  • Copyright
  • Privacy Policy
  • Site Map
Edit