Just Pass Twice: Efficient Token Classification with LLMs for Zero-Shot NER
arXiv:2604.05158v1 Announce Type: new
Abstract: Large language models encode extensive world knowledge valuable for zero-shot named entity recognition. However, their causal attention mechanism, where tokens attend only to preceding context, prevents …