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@@ -12,4 +12,4 @@ models: [biodatlab/MIReAD-Neuro-Contrastive]
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  This space is a demo for a Reviewer Recommendation System for the Neurons, Behavior, Data Analysis and Theory Journal.
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  The index being used here includes papers from a variety of authors who have published in the NBDT Journal across various years.
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- The embedding model in use here is [biodatlab/MIReAD-Neuro-Large](https://huggingface.co/biodatlab/MIReAD-Neuro-Large).
 
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  This space is a demo for a Reviewer Recommendation System for the Neurons, Behavior, Data Analysis and Theory Journal.
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  The index being used here includes papers from a variety of authors who have published in the NBDT Journal across various years.
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+ The embedding model in use here is [biodatlab/MIReAD-Neuro-Contrastive](https://huggingface.co/biodatlab/MIReAD-Neuro-Contrastive).