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#corpus-sampling

Forecasting Corpus-Sampling Disagreement in Masked Text Reconstruction

arXiv cs.CL ↗ · 2026-10-12 Cached

论文推导了一个一阶公式,用于预测在掩码文本重建任务中,两个独立语料训练的预测器之间的期望分歧,并在 TinyStories、WikiText-103 和 CNN/DailyMail 上验证了该预测的准确性及其局限性。

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#corpus-sampling

TACTICS: Taxonomy-Aware Intelligent Corpus Sampling for Machine Translation

arXiv cs.CL ↗ · 2026-09-17 Cached

TACTICS is a taxonomy-aware corpus sampling method that enhances machine translation evaluation by optimizing coverage of rare categories and improving diagnostic capability with fewer segments.

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