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HiRoute achieves high safety rates and reduces over-refusal in LLMs by dynamically routing prompts based on input risk, challenging the effectiveness of static prompt tuning approaches.
Pruning 75% of visual tokens without sacrificing performance could redefine efficiency benchmarks for VideoLLMs.
Structured allocentric representations can boost spatial reasoning in foundation models by up to 18%, even in the absence of visual inputs.
