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No More Free Lunch: Corpus Task Complexity Matters as Corpora Grow

arXiv cs.CL ↗ · 2d ago Cached

This paper introduces Corpus Task Complexity (CTC) to characterize how task difficulty scales with corpus size, presents high-CTC tasks, and releases CTC-Bench, showing that high-CTC tasks are more challenging for long-context language models.

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