Preprint
Aug 2026
DE-NER : Zero-shot Named Entity Recognition via Dialogue Elicitation of Large Language Models
DE-NER, a dialogue elicitation framework which elicits the chatting ability of LLMs to fully extract the knowledge encoded in LLMs, is introduced, a dialogue elicitation framework which outperform the competitive baselines in zero-shot settings across multiple benchmarks.
Xuankang Zhang, Jiangming Liu
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