作者位次 #5/7ICML 2026Poster
MASPO: Joint Prompt Optimization for LLM-based Multi-Agent Systems
Zhexuan Wang · Xuebo Liu · Li Wang · Zifei Shan · Yutong Wang · Zhenxi Song · Min Zhang
智能体与工具OpenReview
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Zhexuan Wang · Xuebo Liu · Li Wang · Zifei Shan · Yutong Wang · Zhenxi Song · Min Zhang
Rongqing Jiang · Xuebo Liu · Shengxin Liu · Yutong Wang · Min Zhang · Shimin Tao · Daimeng Wei · Min Zhang
Idiom translation remains a formidable challenge for Large Language Models (LLMs), as the constraints of static parametric memory and the noise in sentence-level retrieval often lead to literal misinterpretations. To address this, we propose DeReA, a detect-retrieve-arbitrate framework. The syste...