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Proceedings of the 8th Workshop on Balto-Slavic Natural Language Processing
This volume contains the papers presented at BSNLP-2021: the eighth workshop on Balto-Slavic Natural Language Processing. The workshop is organized by ACL SIGSLAV, the Special Interest Group on NLP in Slavic Languages of the Association for Computational Linguistics.
Mikhailov V., Taktasheva E., Сигдел Э. С. et al., , in : Proceedings of the 8th Workshop on Balto-Slavic Natural Language Processing. : Association for Computational Linguistics, 2021. P. 43-65.
The success of pre-trained transformer language models has brought a great deal of interest on how these models work, and what they learn about language. However, prior research in the field is mainly devoted to English, and little is known regarding other languages. To this end, we introduce RuSentEval, an enhanced set of 14 probing ...
Added: September 27, 2021
Keywords: natural language processing
INCOMA Ltd, 2021
Proceedings of the International Conference Recent Advances in Natural Language Processing, RANLP 2021, Shoumen, Bulgaria ...
Added: October 28, 2021
S.D. Kuznetsov, D.Yu. Turdakov, Астраханцев Н. А. et al., Programming and Computer Software 2014 Vol. 40 No. 5 P. 288-295
A framework for fast text analysis, which is developed as a part of the Texterra project, is described. Texterra provides a scalable solution for the fast text processing on the basis of novel methods that exploit knowledge extracted from the Web and text documents. For the developed tools, details of the project, use cases, and ...
Added: November 26, 2017
Springer, 2021
This book constitutes the proceedings of the 19th Russian Conference on Artificial Intelligence, RCAI 2021, held in Moscow, Russia, in October 2021.
The 19 full papers and 7 short papers presented in this volume were carefully reviewed and selected from 80 submissions. The conference deals with a wide range of topics, categorized into the following topical ...
Added: October 28, 2021
Lisbon : SciTePress, 2021
Knowledge Engineering (KE) refers to all technical, scientific and social aspects involved in building, maintaining and using knowledge-based systems. KE is a multidisciplinary field, bringing in concepts and methods from several computer science domains such as artificial intelligence, databases, expert systems, decision support systems and information systems. From the software development point of view, KE ...
Added: October 2, 2021
INCOMA Ltd, 2021
The RANLP 2021 Student Research Workshop (RANLPStud 2021) is a special track of the established
international conference Recent Advances in Natural Language Processing (RANLP 2021), now in its
thirteenth edition as an online event due to the unusual circumstances related to the global pandemic.
The RANLP Student Research Workshop is being organised for the seventh time and this ...
Added: May 29, 2022
Bolshakova E. I., Семак В. В., Интеллектуальные системы. Теория и приложения 2021 Т. 25 № 4 С. 239-242
An approach to automatic extraction of terms from an individual scientific text is reported, which combines known methods: linguistic patterns, statistical terminological measures, methods of graph ranking. The combined methods and stages for extracting, selection and ranking of terms are described, which are implemented for processing documents in Russian. The results of experiments on extracting ...
Added: November 23, 2023
Alimova l., Tutubalina E., Journal of Biomedical Informatics 2020 Vol. 103 P. 1-9
Relation extraction aims to discover relational facts about entity mentions from plain texts. In this work, we focus on clinical relation extraction; namely, given a medical record with mentions of drugs and their attributes, we identify relations between these entities. We propose a machine learning model with a novel set of knowledge-based and BioSentVec embedding ...
Added: October 28, 2020
I. K. Kusakin, Fedorets O. V., A. Y. Romanov, Scientific and Technical Information Processing 2023 Vol. 50 No. 3 P. 176-183
This paper discusses modern approaches to natural language processing and the application of machine learning models to the task of classifying short scientific texts in Russian. This study is devoted to the analysis of methods for vectorization of textual information, selection of a model for scientific paper clas- sification, and training of linguistic model BERT ...
Added: November 4, 2023
Springer, 2022
“Data Analytics and Management in Data Intensive Domains” conference (DAMDID) is planned as a multidisciplinary forum of researchers and practitioners from various domains of science and research promoting cooperation and exchange of ideas in the area of data analysis and management in data intensive domains. Approaches to data analysis and management being developed in specific data intensive domains of X-informatics (such as X = astro, bio, chemo, geo, medicine, neuro, physics, ...
Added: August 30, 2021
Krylov V., Krylov S., Жигалов Г. М., Journal of Physics: Conference Series 2019 Vol. 1405(1) No. DOI: 10.1088/1742-6596/1405/1/012011б
In the paper the case is studied then semiotic signs can be represented as language constructs in the same language as the text for the interpretation. The goal is to obtain estimates of the depth of interpretability with the respect to each of the signs by finding the projections of the narrative on these language ...
Added: June 28, 2021
Springer, 2021
This book constitutes revised selected papers from the 9th International Conference on Analysis of Images, Social Networks and Texts, AIST 2020, held during October 15-16, 2020. The conference was planned to take place in Moscow, Russia, but changed to an online format due to the COVID-19 pandemic.
The 27 full papers and 4 short papers presented ...
Added: October 7, 2020
Klyshinskiy E., Логачёва В. К., Карпик О. В. et al., Вестник Новосибирского государственного университета. Серия: Лингвистика и межкультурная коммуникация 2020 Т. 18 № 1 С. 5-21
The grammatical ambiguity (multiple sets of grammatical features for one word form or coinciding surface forms of different words) can be of different types. We describe six classes of grammatical ambiguity: unambiguous, ambiguous by grammatical features, by part of speech, by lemma, by lemma and part of speech, and out-of-vocabulary words. These classes are presented ...
Added: December 11, 2019
Денис Турдаков, Астраханцев Н. А., Недумов Я. Р. et al., Труды Института системного программирования РАН 2014 Т. 26 С. 421-438
he paper presents a framework for fast text analytics developed during the Texterra project. Texterra is a technology for multilingual text mining based on novel text processing methods that exploit knowledge extracted from user-generated content. It delivers a fast scalable solution for text mining without the expensive customization. Depending on use-cases Texterra could be utilized ...
Added: November 6, 2017
Association for Computational Linguistics, 2021
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies ...
Added: August 31, 2021
М. : Издательский центр «Российский государственный гуманитарный университет», 2019
The book includes 64 papers submitted to the International conference in computer linguistics and intellectual technologies Dialogue 2019 and presents a broad spectrum of theoretical and applied research of natural language description, language simulation, and creation of applied computer technologies. ...
Added: October 16, 2019
Berlin : Springer, 2014
This book constitutes the proceedings of the Third International Conference on Analysis of Images, Social Networks and Texts, AIST 2014, held in Yekaterinburg, Russia, in April 2014. The 11 full and 10 short papers were carefully reviewed and selected from 74 submissions. They are presented together with 3 short industrial papers, 4 invited papers and ...
Added: November 13, 2014
Karpov I., Крылова Т. В., Timoshenko S., Scando-Slavica 2022 P. 1-20
In this paper we describe the difference between informal comments, posted on social networks, and internet journalistic style texts, which tend to be written in a Codified Literary Russian. We performed a quantitative analysis of more than0 graphic, morphological, syntactic features, and supplied statistically significant features with the linguistic interpretation. The article concluded that the ...
Added: October 31, 2021
Switzerland : Springer, 2015
This book constitutes the refereed proceedings of the 6th Conference on Knowledge Engineering and the Semantic Web, KESW 2015, held in Moscow, Russia, in September/October 2015. The 17 revised full papers presented together with 6 short system descriptions were carefully reviewed and selected from 35 submissions. The papers address research issues related to semantic web, ...
Added: September 16, 2015
Alimova I., Tutubalina E., Nikolenko S. I., IEEE Access 2022 Vol. 10 P. 1432-1439
Relation extraction (RE) aims to extract relational facts from plain text, which is essential to the biomedical research field with the rapid growth of biomedical literature and generally large volumes of biomedicine-related text coming from various sources. Numerous annotated corpora and state-of-the-art models have been introduced in the past five years. However, there are no ...
Added: April 10, 2023
Tikhonov A., Yamshchikov I. P., / Cornell University. Series Computer Science "arxiv.org". 2021.
Chekhov's gun is a dramatic principle stating that every element in a story must be necessary, and irrelevant elements should be removed. This paper presents a new natural language processing task — Chekhov's gun recognition or (CGR) — recognition of entities that are pivotal for the development of the plot. Though similar to classical Named Entity Recognition ...
Added: December 3, 2021
Chepovskiy A., М. : Национальный открытый университет «ИНТУИТ», 2015
В монографии рассмотрены различные математические модели для решения практических задач обработки текстов на естественных языках. Предлагаются решения проблем, возникающих при организации индексации и последующего поиска данных. Методы компьютерной лингвистики применяются для прикладных исследований. Предназначена для разработчиков информационных систем, специалистов в области компьютерной лингвистики. ...
Added: May 23, 2015
Association for Computational Linguistics, 2021
Natural Language Processing (NLP) has benefited from promising recent advances including the employment of latest deep learning technology amongst a host of other solutions. The current pandemic has prevented the in-person exchange of ideas and networking of NLP researchers and students, but virtual communication opportunities have enabled continued collaboration and provided alternative communication channels. While ...
Added: September 27, 2021
Denis Turdakov, Astrakhantsev N., Fedorenko D., Programming and Computer Software 2015 Vol. 41 No. 6 P. 336-349
Applications related to domain specific text processing often use glossaries and ontologies, and the main step of such resource construction is term recognition. This paper presents a survey of existing definitions of the term and its linguistic features, formulates the task definition for term recognition, and analyzes presently-available methods for automatic term recognition, such as ...
Added: August 26, 2016
M. : Russian State University for the Humanitie, 2019
The book includes 61 reports of the International conference on computer and intellectual technology "Dialogue-2019", representing a wide range of theoretical and applied research in the field of natural language description, modeling of language processes, creating practically applicable computer linguistic technologies. For specialists in the field of theoretical and applied linguistics and intellectual technologies. ...
Added: June 12, 2019