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  NuNER Zero 4k is the long-context (4k tokens) version of [NuNER Zero](https://huggingface.co/numind/NuNER_Zero).
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- Its performance on short texts are a bit less good than NuNER Zero's, but can outperform NuNER Zero on longer text.
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  <p align="center">
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  <img src="zero_shot_performance_unzero_token_long.png" width="600">
 
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  NuNER Zero 4k is the long-context (4k tokens) version of [NuNER Zero](https://huggingface.co/numind/NuNER_Zero).
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+ NuNER Zero 4k is generally less performant than NuNER Zero, but can outperform NuNER Zero on applications where context size matters.
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  <p align="center">
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  <img src="zero_shot_performance_unzero_token_long.png" width="600">