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Xuankang Zhang

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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 · 0 citations