To Err Is Human; To Annotate, SILICON? Toward Robust Reproducibility in LLM Annotation
arXiv:2412.14461v4 Announce Type: replace
Abstract: Unstructured text data annotation is foundational to management research. LLMs offer a cost-effective and scalable alternative to human annotation, but they introduce a novel challenge: the annotator…