Articles

• RuParam: a Russian Parametric Dataset for LLM Evaluation

  Pavel V. Grashchenkov, Lada I. Pasko, Regina R. Nasyrova

  5–19

  DOI: https://doi.org/10.14529/jsfi250301

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• Large Language Models versus Native Speakers in Emotional Assessment of Russian Words

  Polina V. Iaroshenko, Natalia V. Louckachevitch

  20–30

  DOI: https://doi.org/10.14529/jsfi250302

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• LLM for Semantic Role Labeling of Emotion Predicates in Russian

  Ivan V. Smirnov, Daniil S. Larionov, Elena N. Nikitina, Grigory A. Kazachonok

  31–46

  DOI: https://doi.org/10.14529/jsfi250303

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• Document-Level Approach to Extracting Argumentation Structures from the Russian Texts of Scientific Communication

  Elena A. Sidorova, Irina R. Akhmadeeva, Daria V. Ilina, Irina S. Kononenko, Alexey S. Sery, Yury A. Zagorulko

  47–62

  DOI: https://doi.org/10.14529/jsfi250304

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• Can LLMs Get to the Roots? Evaluating Russian Morpheme Segmentation Capabilities in Large Language Models

  Dmitry A. Morozov, Anna V. Glazkova, Boris L. Iomdin

  63–75

  DOI: https://doi.org/10.14529/jsfi250305

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• RuBookSum: Dataset for Russian Literature Abstractive Summarization

  Denis A. Grigoriev, Daniil V. Khudiakov, Daniil I. Chernyshev

  76–89

  DOI: https://doi.org/10.14529/jsfi250306

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• Do Open Large Language Models Know What, Where, and When? A Case Study with Quiz-Style Questions

  Anna V. Kuznetsova, Viktor A. Byzov, Ilias V. Aslanov, Evgeny V. Kotelnikov

  90–107

  DOI: https://doi.org/10.14529/jsfi250307

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• One-Shot Prompting for Russian Dependency Parsing

  Elena D. Shamaeva, Mikhail M. Tikhomirov, Natalia V. Loukachevitch

  108–120

  DOI: https://doi.org/10.14529/jsfi250308

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• Aspect-Based Sentiment Analysis Using Large Language Models on Museum Visitor Reviews

  Anastasia V. Kolmogorova, Elizaveta R. Kulikova, Vladislav V. Lobanov

  121–140

  DOI: https://doi.org/10.14529/jsfi250309

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• Neurosymbolic Approach to Processing of Educational Texts for Educational Standard Compliance Analysis

  Nikolai A. Prokopyev, Marina I. Solnyshkina, Valery D. Solovyev

  141–156

  DOI: https://doi.org/10.14529/jsfi250310

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