作者位次 #6/7ICML 2026Poster· Deep Learning / Large Language Models
Multi-Agent Teams Hold Experts Back
Aneesh Pappu · Batu El · Hancheng Cao · Carmelo di Nolfo · Yanchao Sun · Meng Cao · James Zou
智能体与工具OpenReview
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Aneesh Pappu · Batu El · Hancheng Cao · Carmelo di Nolfo · Yanchao Sun · Meng Cao · James Zou
Zizhen Wang · Bo Feng · Zhengfeng Lai · Shiyu Li · Yang Lu · Meng Cao · Ping Huang · Xiaoming Simon Wang
Evaluating video captioning remains a critical challenge for Visual Large Language Models (VLLMs). Existing metrics primarily rely on matching generated text against ground-truth references. This paradigm suffers from the “one-to-many” nature of video description, where high-quality captions are...