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20232025
most citedBeyond Scale: The Diversity Coefficient as a Data Quality Metric for Variability in Natural Language Data

6 citations · 6 across the 6 of their papers we have counts for

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cs.LG2024

ZIP-FIT: Embedding-Free Data Selection via Compression-Based Alignment

Elyas Obbad, Iddah Mlauzi, Brando Miranda +4

Data selection is crucial for optimizing language model (LM) performance on specific tasks, yet most existing methods fail to effectively consider the target task distribution. Cur…