numind/NuNER_Zero
Token Classification
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Updated
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NuNerZero - Zero Shot NER
The best compact Zero-Shot NER models with MIT license
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 • 137 • 15Note 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 • 558 • 19Note 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 • 13Note Paper citation for this work