Uncertainty Quantification for Named Entity Recognition via Full-Sequence and Subsequence Conformal Prediction

Matthew Singer, Srijan Sengupta, Karl Pazdernik

Named Entity Recognition (NER) serves as a foundational component in many natural language processing (NLP) pipelines. However, current NER models typically output a single predict…