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  # SLIMER-PARALLEL-LLaMA3
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- This LLaMA-3 based SLIMER scores +17 % over paper's original SLIMER LLaMA-2,
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- while allowing up to 16 NEs to be extracted in parallel per prompt.
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- GitHub repository: https://github.com/andrewzamai/SLIMER/tree/v2.0
 
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- SLIMER is an LLM specifically instructed for zero-shot NER on English language.
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  SLIMER for Italian language can be found at: https://huggingface.co/expertai/LLaMAntino-3-SLIMER-IT
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  # SLIMER-PARALLEL-LLaMA3
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+ SLIMER is an LLM specifically instructed for zero-shot NER on English language.
 
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+ This LLaMA-3 based SLIMER scores __+17 %__ over paper's original SLIMER LLaMA-2,
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+ while allowing up to 16 NEs to be extracted __in parallel__ per prompt.
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+ GitHub repository: https://github.com/andrewzamai/SLIMER/tree/v2.0
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  SLIMER for Italian language can be found at: https://huggingface.co/expertai/LLaMAntino-3-SLIMER-IT
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