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  ---
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  license: mit
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  <p align="center">
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  <img src="zero_shot_performance_span.png">
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- </p>
 
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  ---
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  license: mit
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+ datasets:
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+ - numind/NuNER
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+ library_name: gliner
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+ language:
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+ - en
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+ pipeline_tag: token-classification
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+ tags:
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+ - entity recognition
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+ - NER
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+ - named entity recognition
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+ - ' zero shot'
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+ - zero-shot
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  ---
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+ NuZero - is the family of Zero-Shot Entity Recognition models inspired by [GLiNER](https://huggingface.co/papers/2311.08526)
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+
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+ NuZero span is a more powerful version of GLiNER-large-v2.1, surpassing it by 4% on average, and is trained on the diverse internal dataset tailored for real-life use cases.
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+
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  <p align="center">
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  <img src="zero_shot_performance_span.png">
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+ </p>