2 papers
cs.LG2026
ProactiveBench: Can Streaming Video Models Really Interact Like Humans?
Kaixuan Du, Xin Wan, YuKun Wang +5
Streaming video understanding requires models to process continuous multimodal input while maintaining temporal context. Existing evaluations are predominantly reactive: they query…
cs.LG2026
Dual Consensus: Escaping from Spurious Majority in Unsupervised RLVR via Two-Stage Vote Mechanism
Kaixuan Du, Meng Cao, Hang Zhang +3
Current label-free RLVR approaches for large language models (LLMs), such as TTRL and Self-reward, have demonstrated effectiveness in improving the performance of LLMs on complex r…