Search Results - "Lagutina, Ksenia"

Topical Text Classification of Russian News: a Comparison of BERT and Standard Models by Lagutina, Ksenia

“…The paper is devoted to the single-label topical classification of Russian news. The author compares the BERT features and standard character, word and…”
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A Survey of Models for Constructing Text Features to Classify Texts in Natural Language by Lagutina, Ksenia, Lagutina, Nadezhda

“…In this survey we systematize the state-of-the-art features that are used to model texts for text classification tasks: topical and sentiment classification,…”
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The Influence of Different Stylometric Features on the Classification of Prose by Centuries by Lagutina, Ksenia, Lagutina, Nadezhda, Boychuk, Elena, Paramonov, Ilya

“…In this paper the authors compare by classification quality different types of stylometric features: low-level features that include character-based and…”
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A Survey on Stylometric Text Features by Lagutina, Ksenia, Lagutina, Nadezhda, Boychuk, Elena, Vorontsova, Inna, Shliakhtina, Elena, Belyaeva, Olga, Paramonov, Ilya, Demidov, P.G.

“…Ways of individual style expression in a natural language include amongst other things stylometric features. These can be automatically detected with the use…”
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Classification of Russian Texts by Genres Based on Modern Embeddings and Rhythm by Lagutina, Ksenia Vladimirovna

“…The article investigates modern vector text models for solving the problem of genre classification of Russian-language texts. Models include ELMo embeddings,…”
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Authorship Verification of Literary Texts with Rhythm Features by Lagutina, Ksenia, Lagutina, Nadezhda, Boychuk, Elena, Larionov, Vladislav, Paramonov, Ilya

“…The paper is devoted to the authorship verification of literary texts of 19th-21st centuries using rhythm features and statistical analysis of these features…”
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Automatic Extraction of Rhythm Figures and Analysis of Their Dynamics in Prose of 19th-21st Centuries by Lagutina, Ksenia, Poletaev, Anatoliy, Lagutina, Nadezhda, Boychuk, Elena, Paramonov, Ilya

“…The paper is devoted to automatic detection of rhythm in fiction and investigation of how rhythm of prosaic texts changed over 19th-21st centuries, based on…”
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Comparison of Style Features for the Authorship Verification of Literary Texts by Lagutina, Ksenia Vladimirovna

“…The article compares character-level, word-level, and rhythm features for the authorship verification of literary texts of the 19th-21st centuries. Text…”
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Evaluating the performance of a New Text Rhythm Analysis Tool by Boychuk, Elena, Lagutina, Ksenia, Vorontsova, Inna, Mishenkina, Elena, Belyayeva, Olga

“…The paper assesses and evaluates the performance of the Prose Rhythm Detector (PRD) Text Rhythm Analysis Tool. The research is a case study of 50 English and…”
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Sentiment classification of long newspaper articles based on automatically generated thesaurus with various semantic relationships by Shchitov, Ivan, Lagutina, Ksenia, Lagutina, Nadezhda, Paramonov, Ilya

“…The paper describes a new approach for sentiment classification of long texts from newspapers using an automatically generated thesaurus. An important part of…”
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Sentiment Classification of Russian Texts Using Automatically Generated Thesaurus by Lagutina, Ksenia, Larionov, Vladislav, Petryakov, Vladislav, Lagutina, Nadezhda, Paramonov, Ilya

“…This paper is devoted to an approach for sentiment classification of Russian texts applying an automatic thesaurus of the subject area. This approach consists…”
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Sentiment Classification into Three Classes Applying Multinomial Bayes Algorithm, N-Grams, and Thesaurus by Lagutina, Ksenia, Larionov, Vladislav, Petryakov, Vladislav, Lagutina, Nadezhda, Paramonov, Ilya, Shchitov, Ivan

“…The paper is devoted to development of the method that classifies texts in English and Russian by sentiments into positive, negative, and neutral. The proposed…”
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A survey on thesauri application in automatic natural language processing by Shchitov, Ivan, Lagutina, Ksenia, Lagutina, Nadezhda, Paramonov, Ilya, Vasilyev, Andrey

“…This paper is devoted to investigate efficiency of thesauri use in popular natural language processing (NLP) fields: information retrieval and analysis of…”
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Text classification by CEFR levels using machine learning methods and BERT language model by Lagutina, Nadezhda S., Lagutina, Ksenia V., Brederman, Anastasya M., Kasatkina, Natalia N.

“…This paper presents a study of the problem of automatic classification of short coherent texts (essays) in English according to the levels of the international…”
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Mobile apps for stimulating healthy life: walky doggy reference example by Laure, Denis, Medvedev, Oleg, Balandin, Sergey, Lagutina, Ksenia

“…Lack of physical activity leads to such diseases as diabetes, stroke, osteoarthritis and other noncommunicable diseases. Therefore, it is very important to…”
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Analysis of relation extraction methods for automatic generation of specialized thesauri: Prospect of hybrid methods by Lagutina, Ksenia, Mamedov, Eldar, Lagutina, Nadezhda, Paramonov, Ilya, Shchitov, Ivan

“…The paper is devoted to analysis of methods that can be used for automatic generation of specialized thesauri. The authors developed a test bench that allows…”
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Text Classification by Genre Based on Rhythm Features by Lagutina, Ksenia Vladimirovna, Lagutina, Nadezhda Stanislavovna, Boychuk, Elena Igorevna

“…The article is devoted to the analysis of the rhythm of texts of different genres: fiction novels, advertisements, scientific articles, reviews, tweets, and…”
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Automated Search and Analysis of the Stylometric Features that Describe the Style of the Prose 19th-21st Centuries by Lagutina, Ksenia V., Manakhova, Alla M.

“…The article is devoted to comparison of stylometric features of several levels, which are markers of the style of the prose text and analysis of the stylistic…”
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Automated Search of Rhythm Figures in a Literary Text for Comparative Analysis of Originals and Translations Based on the Material of the English and Russian Languages by Lagutina, Nadezhda Stanislavovna, Lagutina, Ksenia Vladimirovna, Boychuk, Elena Igorevna, Vorontsova, Inna Alekseevna, Paramonov, Ilya Vyacheslavovich

“…Analysis of the functional equivalence of an original text and its translation based on the achievement of rhythm equivalence is an extremely important task of…”
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RussianLanguage Thesauri: Automated Construction and Application For Natural Language Processing Tasks by Lagutina, Nadezhda S., Lagutina, Ksenia V., Adrianov, Aleksey S., Paramonov, Ilya V.

“…The paper reviews the existing Russian-language thesauri in digital form and methods of their automatic construction and application. The authors analyzed the…”
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