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3 papers

• DynaAct: Large Language Model Reasoning with Dynamic Action Spaces
• FOCUS: Internal MLLM Representations for Efficient Fine-Grained Visual Question Answering
• LayerNavigator: Finding Promising Intervention Layers for Efficient Activation Steering in Large Language Models