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)

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

Guided Search Strategies in Non-Serializable Environments with Applications to Software Engineering Agents. - Karina Zainullina; Alexander Golubev; Maria Trofimova; Sergei Polezhaev; Ibragim Badertdinov; Daria Litvintseva; Simon Karasik; Filipp Fisin; Sergei Skvortsov; Maksim Nekrashevich; Anton Shevtsov; Boris Yangel (CoRR, 2025)

SWE-rebench: An Automated Pipeline for Task Collection and Decontaminated Evaluation of Software Engineering Agents. - Ibragim Badertdinov; Alexander Golubev; Maksim Nekrashevich; Anton Shevtsov; Simon Karasik; Andrei Andriushchenko; Maria Trofimova; Daria Litvintseva; Boris Yangel (CoRR, 2025)

Training Long-Context, Multi-Turn Software Engineering Agents with Reinforcement Learning. - Alexander Golubev; Maria Trofimova; Sergei Polezhaev; Ibragim Badertdinov; Maksim Nekrashevich; Anton Shevtsov; Simon Karasik; Sergey Abramov; Andrei Andriushchenko; Filipp Fisin; Sergei Skvortsov; Boris Yangel (CoRR, 2025)