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cs.CL2024
ScalingFilter: Assessing Data Quality through Inverse Utilization of Scaling Laws
Ruihang Li, Yixuan Wei, Miaosen Zhang +3
High-quality data is crucial for the pre-training performance of large language models. Unfortunately, existing quality filtering methods rely on a known high-quality dataset as re…
cs.IT2024
A Construction of Evolving -threshold Secret Sharing Scheme over A Polynomial Ring
Qi Cheng, Hongru Cao, Sian-Jheng Lin +1
The threshold secret sharing scheme allows the dealer to distribute the share to every participant such that the secret is correctly recovered from a certain amount of shares. The…