Efficient Active Learning with Adapters. - Daria Galimzianova; Leonid Sanochkin (EMNLP (Findings), 2024)

Efficient Answer Retrieval System (EARS): Combining Local DB Search and Web Search for Generative QA. - Nikita Krayko; Ivan Sidorov; Fedor Laputin; Daria Galimzianova; Vasily Konovalov (EMNLP (Industry Track), 2024)

CleanComedy: Creating Friendly Humor through Generative Techniques. - Dmitry Vikhorev; Daria Galimzianova; Svetlana Gorovaia; Elizaveta Zhemchuzhina; Ivan P. Yamshchikov (CoRR, 2024)

Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home. - Viktor Moskvoretskii; Maria Marina; Mikhail Salnikov; Nikolay Ivanov; Sergey Pletenev; Daria Galimzianova; Nikita Krayko; Vasily Konovalov; Irina Nikishina; Alexander Panchenko (ACL (1), 2025)

RURAGE: Robust Universal RAG Evaluator for Fast and Affordable QA Performance Testing. - Nikita Krayko; Ivan Sidorov; Fedor Laputin; Alexander Panchenko; Daria Galimzianova; Vasily Konovalov (ECIR (5), 2025)

Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home. - Viktor Moskvoretskii; Maria Lysyuk; Mikhail Salnikov; Nikolay Ivanov; Sergey Pletenev; Daria Galimzianova; Nikita Krayko; Vasily Konovalov; Irina Nikishina; Alexander Panchenko (CoRR, 2025)

LLM-Independent Adaptive RAG: Let the Question Speak for Itself. - Maria Marina; Nikolay Ivanov; Sergey Pletenev; Mikhail Salnikov; Daria Galimzianova; Nikita Krayko; Vasily Konovalov; Alexander Panchenko; Viktor Moskvoretskii (CoRR, 2025)

Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA. - Sergey Pletenev; Maria Marina; Nikolay Ivanov; Daria Galimzianova; Nikita Krayko; Mikhail Salnikov; Vasily Konovalov; Alexander Panchenko; Viktor Moskvoretskii (CoRR, 2025)