Recursive Neural Text Classification Using Discourse Tree Structure for Argumentation Mining and Sentiment Analysis Tasks. - Alexander Chernyavskiy; Dmitry Ilvovsky (ISMIS, 2020)

Improving Text Generation via Neural Discourse Planning. - Alexander Chernyavskiy (WSDM, 2022)

PaperPersiChat: Scientific Paper Discussion Chatbot using Transformers and Discourse Flow Management. - Alexander Chernyavskiy; Max Bregeda; Maria Nikiforova (SIGDIAL, 2023)

Transformer-based Multi-Party Conversation Generation using Dialogue Discourse Acts Planning. - Alexander Chernyavskiy; Dmitry Ilvovsky (SIGDIAL, 2023)

Unleashing the Power of Discourse-Enhanced Transformers for Propaganda Detection. - Alexander Chernyavskiy; Dmitry Ilvovsky; Preslav Nakov (EACL (1), 2024)

POGEMA: A Benchmark Platform for Cooperative Multi-Agent Navigation. - Alexey Skrynnik; Anton Andreychuk; Anatolii Borzilov; Alexander Chernyavskiy; Konstantin S. Yakovlev; Aleksandr Panov (CoRR, 2024)

SynEL: A Synthetic Benchmark for Entity Linking. - Ilia Karpov; Alexander Kirillovich; Elisaveta Goncharova; Andrey Parinov; Alexander Chernyavskiy; Dmitry Ilvovsky; Natalia Semenova; Artyom Sosedka; Ekaterina Lisitsyna; Belkin Belkin (IEEE DataPort, 2024)

POGEMA: A Benchmark Platform for Cooperative Multi-Agent Pathfinding. - Alexey Skrynnik; Anton Andreychuk; Anatolii Borzilov; Alexander Chernyavskiy; Konstantin S. Yakovlev; Aleksandr Panov (ICLR, 2025)

Applying opponent and environment modelling in decentralised multi-agent reinforcement learning. - Alexander Chernyavskiy; Alexey Skrynnik; Aleksandr Panov (Cogn. Syst. Res., 2025)