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Mohamed bin Zayed University of Artificial Intelligence
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Compact retrievers can achieve nearly half the performance of larger models while being up to 9.7× faster, challenging the assumption that bigger is always better in retrieval tasks.
Transforming noisy web text into a high-quality petroleum engineering dataset boosts retrieval performance by over 44% on benchmark tasks.