#evidence grounding

topicevidence grounding

2 papers · 1 filter

cs.CL2026

AutoSupervision: Closing the Feedback Loop in Scientific Workflows with Grounded Revision Verification

Haobo Li, Eunseo Jung, Wenxiao Zhao +8

The paper presents AutoSupervision, a system that automatically verifies whether manuscript revisions truly address reviewer comments by grounding the verification in evidence from…

cs.CV2026

Towards Temporal Compositional Reasoning in Long-Form Sports Videos

Siyu Cao, Lu Zhang, Ruizhe Zeng +1

The paper introduces SportsTime, a large benchmark of long-form sports videos with detailed temporal evidence annotations, and proposes the Chain-of-Time Reasoning (CoTR) framework…