Bayesian Networks for Named Entity Prediction in Programming Community Question Answering. - Alexey Gorbatovski; Sergey V. Kovalchuk (ICCS (2), 2023)

Linear Transformers with Learnable Kernel Functions are Better In-Context Models. - Yaroslav Aksenov; Nikita Balagansky; Sofia Maria Lo Cicero Vaina; Boris Shaposhnikov; Alexey Gorbatovski; Daniil Gavrilov (ACL (1), 2024)

Reinforcement Learning for Question Answering in Programming Domain using Public Community Scoring as a Human Feedback. - Alexey Gorbatovski; Sergey V. Kovalchuk (AAMAS, 2024)

Learn Your Reference Model for Real Good Alignment. - Alexey Gorbatovski; Boris Shaposhnikov; Alexey Malakhov; Nikita Surnachev; Yaroslav Aksenov; Ian Maksimov; Nikita Balagansky; Daniil Gavrilov (ICLR, 2025)

The Differences Between Direct Alignment Algorithms are a Blur. - Alexey Gorbatovski; Boris Shaposhnikov; Viacheslav Sinii; Alexey Malakhov; Daniil Gavrilov (CoRR, 2025)

Steering LLM Reasoning Through Bias-Only Adaptation. - Viacheslav Sinii; Alexey Gorbatovski; Artem Cherepanov; Boris Shaposhnikov; Nikita Balagansky; Daniil Gavrilov (CoRR, 2025)

ESSA: Evolutionary Strategies for Scalable Alignment. - Daria Korotyshova; Boris Shaposhnikov; Alexey Malakhov; Nikita Surnachev; George Bredis; Alexey Gorbatovski; Viacheslav Sinii; Daniil Gavrilov (CoRR, 2025)