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

Text-based Personality Prediction Using Large Language Models. - Maria Molchanova; Daria Olshevskaya (FLLM, 2024)

Exploring the Potential of Large Language Models for Text-Based Personality Prediction. - Maria Molchanova (NLDB (2), 2024)

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