EL4NER: Ensemble Learning for Named Entity Recognition via Multiple Small-Parameter Large Language Models

Yuzhen Xiao, Jiahe Song, Yongxin Xu +6

In-Context Learning (ICL) technique based on Large Language Models (LLMs) has gained prominence in Named Entity Recognition (NER) tasks for its lower computing resource consumption…