2 papers
cs.IR2026
Deep Search in Real-World Web Environments
Xiaomin Yu, Hongliang Chen, Zhe Huang +22
Despite substantial progress in Deep Search agents, their ability to conduct end-to-end research in real-world open Web environments remains insufficiently evaluated. Unlike static…
cs.SD2026
Rubric-Based Optimization for Text-to-Music Generation
Ping Wang, Guang Yang, Shao-Rong Su +3
Post-training text-to-music generation requires reward signals that capture multiple aspects of musical quality beyond what any single automatic metric can measure. We study struct…