From Noise to Signal to Selbstzweck: Reframing Human Label Variation in the Era of Post-training in NLP
arXiv:2510.12817v3 Announce Type: replace
Abstract: Human Label Variation (HLV) refers to legitimate disagreement in annotation that reflects the diversity of human perspectives rather than mere error. Long treated in NLP as noise to be eliminated, HL…