SWE-rebench V2: Language-Agnostic SWE Task Collection at Scale Paper • 2602.23866 • Published 14 days ago • 83
LK Losses: Direct Acceptance Rate Optimization for Speculative Decoding Paper • 2602.23881 • Published 14 days ago • 18
Blockwise Advantage Estimation for Multi-Objective RL with Verifiable Rewards Paper • 2602.10231 • Published about 1 month ago • 13
Souper-Model: How Simple Arithmetic Unlocks State-of-the-Art LLM Performance Paper • 2511.13254 • Published Nov 17, 2025 • 136
Training Long-Context, Multi-Turn Software Engineering Agents with Reinforcement Learning Paper • 2508.03501 • Published Aug 5, 2025 • 59
SWE-rebench: An Automated Pipeline for Task Collection and Decontaminated Evaluation of Software Engineering Agents Paper • 2505.20411 • Published May 26, 2025 • 93