Author name: Ruichu Cai, Juntao Gan, Miao Mai, Zhifeng Hao, Boyan Xu

arXiv:2605.03706v1 Announce Type: new
Abstract: Zero-shot Named Entity Recognition (ZS-NER) remains brittle under domain and schema shifts, where unseen label definitions often misalign with a large language model’s (LLM’s) intrinsic semantic organiza…