BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack. - Yuri Kuratov; Aydar Bulatov; Petr Anokhin; Ivan Rodkin; Dmitry Sorokin; Artyom Y. Sorokin; Mikhail Burtsev 001 (NeurIPS, 2024)

In Search of Needles in a 11M Haystack: Recurrent Memory Finds What LLMs Miss. - Yuri Kuratov; Aydar Bulatov; Petr Anokhin; Dmitry Sorokin; Artyom Y. Sorokin; Mikhail Burtsev 001 (CoRR, 2024)

AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents. - Petr Anokhin; Nikita Semenov; Artyom Y. Sorokin; Dmitry Evseev; Mikhail Burtsev 001; Evgeny Burnaev (CoRR, 2024)

Associative Learning and Active Inference. - Petr Anokhin; Artyom Y. Sorokin; Mikhail Burtsev 001; Karl J. Friston (Neural Comput., 2024)

RuCCoD: Towards Automated ICD Coding in Russian. - Aleksandr Nesterov; Andrey Sakhovskiy; Ivan Sviridov; Airat Valiev; Vladimir Makharev; Petr Anokhin; Galina Zubkova; Elena Tutubalina (CoRR, 2025)

PersonalAI: Towards digital twins in the graph form. - Menschikov Mikhail; Dmitry Evseev; Ruslan Kostoev; Ilya Perepechkin; Ilnaz Salimov; Victoria Dochkina; Petr Anokhin; Evgeny Burnaev; Nikita Semenov (CoRR, 2025)