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)