NuNerZero - Zero Shot NER - a numind Collection

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NuNerZero - Zero Shot NER

updated Jul 3

The best compact Zero-Shot NER models with MIT license

numind/NuNER_Zero

Token Classification • Updated May 7 • 48.6k • 71

Note The Zero-shot NER model * +3.1% more capable than GLiNER-large-v2.1 * reliably works with long entities (5 tokens+) * trained on diverse dataset tailored for real-life use cases
numind/NuNER_Zero-span

Token Classification • Updated May 7 • 292 • 15

Note The Zero-shot NER model * +4.5% more capable than GLiNER-large-v2.1 * trained on diverse dataset tailored for real-life use cases
numind/NuNER_Zero-4k

Token Classification • Updated May 7 • 63 • 19

Note The Zero-shot NER model * 4096 context window * reliably works with long entities (5 tokens+) * +1% more capable than GLiNER-large-v2.1 * trained on diverse dataset tailored for real-life use cases
NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data

Paper • 2402.15343 • Published Feb 23 • 13

Note Paper citation for this work