Learning Perspectivist Social Meaning via Demographic-Conditioned Fusion Embeddings 事件

Learning Perspectivist Social Meaning via Demographic-Conditioned Fusion Embeddings arXiv:2606.07123v1 Announce Type: new Abstract: Social meaning in language is inherently perspectival, varying across annotator backgrounds, demographics, and ideological positions. However, most NLP systems collapse this variation into a single ground-truth label, ignoring the diversity of interpretations. In this work, we model social dimensions along a perspectivist spectrum, capturing how interpretations var