Context-Guided LLM-Based Synthetic Genotype Generation Improves Genomic Prediction in Small Breeding Populations
The paper introduces GenomicLLM_v2, a framework utilizing context-guided LLM-based synthetic genotype generation and hybrid SNP prioritization to enhance genomic prediction accuracy in small breeding populations, though its effectiveness varies by dataset and is limited by biological mismatches like heterozygosity differences.