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

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

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)