A Machine Learning Model for Automatic Emotion Detection from Speech. - Nataliia Kholodna; Victoria Vysotska; Solomiia Albota (MoMLeT+DS, 2021)

Machine Learning Model for Paraphrases Detection Based on Text Content Pair Binary Classification. - Nataliia Kholodna; Victoria Vysotska; Oksana Markiv; Sofiia Chyrun (MoMLeT+DS, 2022)

LLMs in the Loop: Leveraging Large Language Model Annotations for Active Learning in Low-Resource Languages. - Nataliia Kholodna; Sahib Julka; Mohammad Khodadadi; Muhammed Nurullah Gumus; Michael Granitzer (ECML/PKDD (10), 2024)