ChatGPT vs. Crowdsourcing vs. Experts: Annotating Open-Domain Conversations with Speech Functions. - Lidiia Ostyakova; Veronika Smilga; Kseniia Petukhova; Maria Molchanova; Daniel Kornev (SIGDIAL, 2023)

Redefining Annotation Practices: Leveraging Large Language Models for Discourse Annotation. - Lidiia Ostyakova; Anna Mikhailova; Vasily Konovalov (AIST, 2024)

Exploring the Potential of Large Language Models to Simulate Personality. - Maria Molchanova; Anna Mikhailova; Anna Korzanova; Lidiia Ostyakova; Alexandra Dolidze (CoRR, 2025)