most citedCoEvolve: Training LLM Agents via Agent-Data Mutual Evolution

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Where and What Matters: Sensitivity-Aware Task Vectors for Many-Shot Multimodal In-Context Learning

Ziyu Ma, Chenhui Gou, Yiming Hu +4

Large Multimodal Models (LMMs) have shown promising in-context learning (ICL) capabilities, but scaling to many-shot settings remains difficult due to limited context length and hi…