Social Media as a Display of Students' Communication Culture: Case of Educational, Professional and Labor Verbal Markers Analysis. - Natalia E. Shilkina; Anna V. Maltseva; Olesya V. Makhnytkina; Marina V. Titova; Elina V. Gubernatorova; Igor A. Katsko; Farida I. Mirzabalaeva; Svetlana V. Shusharina (EGOSE, 2018)

Social Media Sentiment Analysis with Context Space Model. - Anna V. Maltseva; Olesia Makhnytkina; Natalia E. Shilkina; Inna A. Lizunova (EGOSE, 2019)

Theory of Semantic Field for Sentiment-Analysis of the Language of Specific Users' Group in Social Media (Case of Freelancer Groups). - Anna Maltseva; Natalia Shilkina; Igor Tiomniy; Olesia Makhnytkina; Inna Lizunova (FRUCT, 2019)

Conversational Question Generation in Russian. - Olesia Makhnytkina; Anton Matveev; Aleksei Svischev; Polina Korobova; Dmitrii A. Zubok; Nikita Mamaev; Artem Tchirkovskii (FRUCT, 2020)

A Virtual Dialogue Assistant for Conducting Remote Exams. - Anton Matveev; Olesia Makhnytkina; Inna Lizunova; Taisiia Vinogradova; Artem Chirkovskii; Aleksei Svischev; Nikita Mamaev (FRUCT, 2020)

Clustering Approach to Topic Modeling in Users Dialogue. - Evgeniia Feldina; Olesia Makhnytkina (IntelliSys (2), 2020)

Detection of Toxic Language in Short Text Messages. - Olesia Makhnytkina; Anton Matveev; Darya Bogoradnikova; Inna Lizunova; Anna Maltseva; Natalia Shilkina (SPECOM, 2020)

Multilingual Sentiment Analysis and Toxicity Detection for Text Messages in Russian. - Darya Bogoradnikova; Olesia Makhnytkina; Anton Matveev; Anastasia Zakharova; Artem Akulov (FRUCT, 2021)

Topic Modeling of Russian-Language Texts Using the Parts-of-Speech Composition of Topics (on the Example of Volunteer Movement Semantics in Social Media). - Anna Maltseva; Natalia Shilkina; Evgeniy Evseev; Mikhail Matveev; Olesia Makhnytkina (FRUCT, 2021)

Analysis of Dialogues of Typically Developing Children, Children with Down Syndrome and ASD Using Machine Learning Methods. - Olesia Makhnytkina; Aleksey Grigorev; Aleksander Nikolaev (SPECOM, 2021)

Personalizing Dialogue Agents for Russian: Retrieve and Refine. - Pavel Posokhov; Kirill Apanasovich; Anastasia Matveeva; Olesia Makhnytkina; Anton Matveev (FRUCT, 2022)

Recognition of the Emotional State of Children with Down Syndrome by Video, Audio and Text Modalities: Human and Automatic. - Elena E. Lyakso; Olga V. Frolova; Anton Matveev; Yuri Matveev; Aleksey Grigorev; Olesia Makhnytkina; Nersisson Ruban (SPECOM, 2022)

Personalizing Retrieval-Based Dialogue Agents. - Pavel Posokhov; Anastasia Matveeva; Olesia Makhnytkina; Anton Matveev; Yuri Matveev (SPECOM, 2022)

Multimodal Emotion Recognition and Sentiment Analysis Using Masked Attention and Multimodal Interaction. - Tatiana Voloshina; Olesia Makhnytkina (FRUCT, 2023)

Development and Research of Dialogue Agents with Long-Term Memory and Web Search. - Kirill Apanasovich; Olesia Makhnytkina; Yuri Matveev (SPECOM (1), 2023)

Emotional State of Children with ASD and Intellectual Disabilities: Perceptual Experiment and Automatic Recognition by Video, Audio and Text Modalities. - Elena E. Lyakso; Olga V. Frolova; Aleksandr Nikolaev; Severin Grechanyi; Anton Matveev; Yuri Matveev; Olesia Makhnytkina; Ruban Nersisson (SPECOM (1), 2023)

Recognition of the Emotional State of Children by Video and Audio Modalities by Indian and Russian Experts. - Elena E. Lyakso; Olga V. Frolova; Aleksandr Nikolaev; Egor Kleshnev; Platon Grave; Abylay Ilyas; Olesia Makhnytkina; Ruban Nersisson; A. Mary Mekala; M. Varalakshmi (SPECOM (1), 2023)

Utilizing Speaker Models and Topic Markers for Emotion Recognition in Dialogues. - Olesia Makhnytkina; Yuri Matveev; Alexander Zubakov; Anton Matveev (SPECOM (2), 2024)

RAG and Few-Shot Prompting in Emotional Text Generation. - Elizaveta Vologina; Anastasiia Matveeva; Olesia Makhnytkina; Yuri Matveev; Nursaule Burambayeva (SPECOM (2), 2024)

Relevance Scores Calibration for Ranked List Truncation via TMP Adapter. - Pavel Posokhov; Sergei Masliukhin; Skrylnikov Stepan; Danil Tirskikh; Olesia Makhnytkina (ACL (Findings), 2025)