SCARV: Structure-Constrained Aggregation for Stable Sample Ranking in Redundant NLP Datasets

Xu Zheng, Feiyu Wu, Linhong Wu +2

Sample-level rankings are increasingly used in data-centric NLP for analysis, filtering, debugging, and curation, yet existing pipelines typically score training examples pointwise…