Метод автоматической классификации текстов по тональности, основанный на словаре эмоциональной лексики (The Automatic Sentiment Text Classification Method Based on Emotional Vocabulary). - Maria Klekovkina; Eugeny V. Kotelnikov (RCDL, 2012)

Blinov: Distributed Representations of Words for Aspect-Based Sentiment Analysis at SemEval 2014. - Pavel Blinov; Eugeny V. Kotelnikov (SemEval@COLING, 2014)

Types of Aspect Terms in Aspect-Oriented Sentiment Labeling. - Natalia V. Loukachevitch; Evgeniy V. Kotelnikov; Pavel Blinov (BSNLP@RANLP, 2015)

Semantic similarity for aspect-based sentiment analysis. - Pavel Blinov; Evgeniy V. Kotelnikov (Russ. Digit. Libr. J., 2015)

SemEval-2016 Task 5: Aspect Based Sentiment Analysis. - Maria Pontiki; Dimitris Galanis; Haris Papageorgiou; Ion Androutsopoulos; Suresh Manandhar; Mohammad Al-Smadi; Mahmoud Al-Ayyoub; Yanyan Zhao; Bing Qin 001; Orphée De Clercq; Véronique Hoste; Marianna Apidianaki; et al. (SemEval@NAACL-HLT, 2016)

Stance Detection in Russian: a Feature Selection and Machine Learning Based Approach. - Sergey V. Vychegzhanin; Evgeny V. Kotelnikov (AIST (Supplement), 2017)

The Arrangement of Sentiment Lexica in the Space of Distributed Word Representations. - Elena V. Razova; Evgeny V. Kotelnikov (ICCI*CC, 2018)

Cross-Lingual Argumentation Mining for Russian Texts. - Irina Fishcheva; Evgeny V. Kotelnikov (AIST, 2019)

Selecting an Optimal Feature Set for Stance Detection. - Sergey V. Vychegzhanin; Elena V. Razova; Evgeny V. Kotelnikov; Vladimir R. Milov (AIST, 2019)

What Number of Features is Optimal: A New Method Based on Approximation Function for Stance Detection Task. - Sergey V. Vychegzhanin; Elena V. Razova; Evgeniy V. Kotelnikov (ICICM, 2019)

Concentration Areas of Sentiment Lexica in the Word Embedding Space. - Elena V. Razova; Evgeny V. Kotelnikov (Int. J. Cogn. Informatics Nat. Intell., 2019)

Stance Detection Based on Ensembles of Classifiers. - Sergey V. Vychegzhanin; Evgeny V. Kotelnikov (Program. Comput. Softw., 2019)

Lexicon-Based Methods vs. BERT for Text Sentiment Analysis. - Anastasia Kotelnikova; Danil Paschenko; Klavdiya Bochenina; Evgeny V. Kotelnikov (AIST, 2021)

Does BERT Look at Sentiment Lexicon? - Elena V. Razova; Sergey V. Vychegzhanin; Evgeny V. Kotelnikov (AIST (Supplement), 2021)

A New Method for Stance Detection Based on Feature Selection Techniques and Ensembles of Classifiers. - Sergey V. Vychegzhanin; Evgeny V. Kotelnikov (IEEE Access, 2021)

Current Landscape of the Russian Sentiment Corpora. - Evgeny V. Kotelnikov (CoRR, 2021)

Traditional Machine Learning and Deep Learning Models for Argumentation Mining in Russian Texts. - Irina Fishcheva; Valeriya Goloviznina; Evgeny V. Kotelnikov (CoRR, 2021)

Collocation2Text: Controllable Text Generation from Guide Phrases in Russian. - Sergey V. Vychegzhanin; Evgeny V. Kotelnikov (CoRR, 2022)

RuArg-2022: Argument Mining Evaluation. - Evgeny V. Kotelnikov; Natalia V. Loukachevitch; Irina Nikishina; Alexander Panchenko (CoRR, 2022)

Argumentative Text Generation in Economic Domain. - Irina Fishcheva; Dmitriy Osadchiy; Klavdiya Bochenina; Evgeny V. Kotelnikov (CoRR, 2022)

Automatic Summarization of Russian Texts: Comparison of Extractive and Abstractive Methods. - Valeriya Goloviznina; Evgeny V. Kotelnikov (CoRR, 2022)

Controllable Story Generation Based on Perplexity Minimization. - Sergey V. Vychegzhanin; Anastasia Kotelnikova; Alexander Sergeev; Evgeny V. Kotelnikov (AIST, 2023)

Cross-Domain Sentiment Analysis Based on Small in-Domain Fine-Tuning. - Anastasia Kotelnikova; Sergey V. Vychegzhanin; Evgeny V. Kotelnikov (IEEE Access, 2023)

From Tokens to Tales: Semantic Similarity in Story Generation. - Sergey V. Vychegzhanin; Anastasia Kotelnikova; Alexander Sergeev; Evgeny V. Kotelnikov (AIST, 2024)

I've Got the "answer"! - Interpretation of LLMs Hidden States in Question Answering. - Valeriya Goloviznina; Evgeny V. Kotelnikov (NLDB (1), 2024)

Do LLMs Understand Why We Write Diaries? A Method for Purpose Extraction and Clustering. - Valeriya Goloviznina; Alexander Sergeev; Mikhail Melnichenko; Evgeny V. Kotelnikov (CoRR, 2025)

Talking to Data: Designing Smart Assistants for Humanities Databases. - Alexander Sergeev; Valeriya Goloviznina; Mikhail Melnichenko; Evgeny V. Kotelnikov (CoRR, 2025)