NuNerZero - Zero Shot NER - a numind Collection

numind 's Collections

updated 19 days ago

The best compact Zero-Shot NER models with MIT license

NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data

Paper • 2402.15343 • Published Feb 23 • 9

Note Paper citation for this work
numind/NuNER_Zero

Token Classification • Updated 22 days ago • 2.01k • 25

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-4k

Token Classification • Updated 22 days ago • 495 • 8

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
numind/NuNER_Zero-span

Token Classification • Updated 22 days ago • 433 • 4

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