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The University of Western Australia
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Current LLM benchmarks hide critical reasoning failures in long, multimodal documents, which BRIDGE exposes through step-level evaluation.
LVLMs struggle with causal reasoning not because they lack the capacity, but because they lack structured guidance on what's relevant.
