arXiv cs.CL
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A Systematic Survey of Semantic Role Labeling in the Era of Pretrained Language Models
arXiv:2502.08660v4 Announce Type: replace Abstract: Semantic role labeling (SRL) is a central natural language processing task for understanding predicate-argument structures within texts and enabling downstream applications. Despite extensive research, comprehensive surveys that critically synthesize the field from a