Analysis of Machine Learning Methods for Wildfire Security Monitoring with an Unmanned Aerial Vehicles. - Dmitriy Alexandrov; Elizaveta Pertseva; Ivan Berman; Igor Pantiukhin; Aleksandr A. Kapitonov (FRUCT, 2019)

Towards a Toolbox for Mining QA-pairs and QAT-triplets from Conversational Data of Public Chats. - Alexander Egorov; Dmitriy Alexandrov; Nikolay Butakov (FRUCT, 2021)

The Weak Supervision Approach for Question Answering over Text Using Triplets Recovering with QA-Based Rankers. - Dmitriy Alexandrov; Nikolay Butakov; Timur Sokhin (SOCO, 2021)

Towards Ontology-Based End-to-End Domain-Oriented KBQA System. - Anastasiia Zakharova; Daria Sorokina; Dmitriy Alexandrov; Nikolay Butakov (DCAI (2), 2022)

Stalactite: toolbox for fast prototyping of vertical federated learning systems. - Anastasiia Zakharova; Dmitriy Alexandrov; Maria Khodorchenko; Nikolay Butakov; Alexey Vasilev; Maxim Savchenko; Alexander Grigorievskiy (RecSys, 2024)

Does Noise Really Matter? Investigation into the Influence of Noisy Labels on BERT-Based Question Answering System. - Dmitriy Alexandrov; Anastasiia Zakharova; Nikolay Butakov (Int. J. Semantic Comput., 2024)