SEED: Targeted Data Selection by Weighted Independent Set

Yuan Zhang, Lifeng Guo, Junwen Pan +5

Data selection seeks to identify a compact yet informative subset from large-scale training corpora, balancing sample quality against collection diversity. We formulate this proble…