DeepPavlov: Open-Source Library for Dialogue Systems. - Mikhail Burtsev 001; Alexander V. Seliverstov; Rafael Airapetyan; Mikhail Y. Arkhipov; Dilyara Baymurzina; Nickolay Bushkov; Olga Gureenkova; Taras Khakhulin; Yuri Kuratov; Denis Kuznetsov; Alexey Litinsky; Varvara Logacheva; et al. (ACL (4), 2018)

NIPS Conversational Intelligence Challenge 2017 Winner System: Skill-based Conversational Agent with Supervised Dialog Manager. - Idris Yusupov; Yurii Kuratov (COLING, 2018)

Tuning Multilingual Transformers for Language-Specific Named Entity Recognition. - Mikhail Y. Arkhipov; Maria Trofimova; Yuri Kuratov; Alexey Sorokin (BSNLP@ACL, 2019)

Adaptation of Deep Bidirectional Multilingual Transformers for Russian Language. - Yuri Kuratov; Mikhail Y. Arkhipov (CoRR, 2019)

Goal-Oriented Multi-Task BERT-Based Dialogue State Tracker. - Pavel Gulyaev; Eugenia Elistratova; Vasily Konovalov; Yuri Kuratov; Leonid Pugachev; Mikhail Burtsev 001 (CoRR, 2020)

Recurrent Memory Transformer. - Aydar Bulatov; Yuri Kuratov; Mikhail Burtsev 001 (NeurIPS, 2022)

Knowledge Distillation of Russian Language Models with Reduction of Vocabulary. - Alina Kolesnikova; Yuri Kuratov; Vasily Konovalov; Mikhail Burtsev 001 (CoRR, 2022)

Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood Information. - Alla Chepurova; Aydar Bulatov; Yuri Kuratov; Mikhail Burtsev 001 (EMNLP (Findings), 2023)

Scaling Transformer to 1M tokens and beyond with RMT. - Aydar Bulatov; Yuri Kuratov; Mikhail S. Burtsev (CoRR, 2023)

Beyond Attention: Breaking the Limits of Transformer Context Length with Recurrent Memory. - Aydar Bulatov; Yuri Kuratov; Yermek Kapushev; Mikhail Burtsev 001 (AAAI, 2024)

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)

Associative Recurrent Memory Transformer. - Ivan Rodkin; Yuri Kuratov; Aydar Bulatov; Mikhail Burtsev 001 (CoRR, 2024)

Long Input Benchmark for Russian Analysis. - Igor Churin; Murat Apishev; Maria Tikhonova; Denis Shevelev; Aydar Bulatov; Yuri Kuratov; Sergej Averkiev; Alena Fenogenova (CoRR, 2024)

Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity. - Yuri Kuratov; Mikhail Arkhipov; Aydar Bulatov; Mikhail Burtsev 001 (ACL (1), 2025)

SRMT: Shared Memory for Multi-agent Lifelong Pathfinding. - Alsu Sagirova; Yuri Kuratov; Mikhail Burtsev 001 (CoRR, 2025)

Diagonal Batching Unlocks Parallelism in Recurrent Memory Transformers for Long Contexts. - Danil Sivtsov; Ivan Rodkin; Gleb Kuzmin; Yuri Kuratov; Ivan V. Oseledets (CoRR, 2025)