DeepPavlov at SemEval-2024 Task 8: Leveraging Transfer Learning for Detecting Boundaries of Machine-Generated Texts. - Anastasia Voznyuk; Vasily Konovalov (SemEval@NAACL, 2024)

Listening to the Wise Few: Select-and-Copy Attention Heads for Multiple-Choice QA. - Eduard Tulchinskii; Laida Kushnareva; Kristian Kuznetsov; Anastasia Voznyuk; Andrei Andriiainen; Irina Piontkovskaya; Evgeny Burnaev; Serguei Barannikov (CoRR, 2024)

Are AI Detectors Good Enough? A Survey on Quality of Datasets With Machine-Generated Texts. - German Gritsai; Anastasia Voznyuk; Andrey V. Grabovoy; Yury Chekhovich (CoRR, 2024)

Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders. - Kristian Kuznetsov; Laida Kushnareva; Anton Razzhigaev; Polina Druzhinina; Anastasia Voznyuk; Irina Piontkovskaya; Evgeny Burnaev; Serguei Barannikov (ACL (Findings), 2025)

Advacheck at GenAI Detection Task 1: AI Detection Powered by Domain-Aware Multi-Tasking. - German Gritsai; Anastasia Voznyuk; Ildar A. Khabutdinov; Andrey V. Grabovoy (COLING Workshops, 2025)

Quantifying Logical Consistency in Transformers via Query-Key Alignment. - Eduard Tulchinskii; Anastasia Voznyuk; Laida Kushnareva; Andrei Andriiainen; Irina Piontkovskaya; Evgeny Burnaev; Serguei Barannikov (CoRR, 2025)