N. Mehrotra

Multi-Perspective LLM Annotations for Valid Analyses in Subjective Tasks

Large language models are increasingly used to annotate texts, but their outputs reflect some human perspectives better than others. Existing methods for correcting LLM annotation error assume a single ground truth. However, this assumption fails in subjective tasks where disagreement across demographic groups is meani...