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School of Computer Science, University of Auckland
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Evolving principle-guided supervision can boost MLLM reasoning accuracy by up to 24.6%, transforming how we train models for complex decision-making tasks.
LALMs still struggle to get the joke, with a new benchmark showing they can't reliably recognize, locate, or understand audio puns.