Flux AI: Tokenized Biomedical Sentence

Tokenized Biomedical Sentence Flux Artworks

High-quality deep learning architecture diagram. Focus on biomedical Named Entity Recognition model based on BioBERT and CRF. Include input layer showing biomedical sentence split into tokens with BIO tags. Use clean blocks for BioBERT embeddings. Add fully connected layer for emission scores. Show CRF layer with score transitions. Include CRF scoring function with negative log-likelihood loss. Output optimal BIO tag sequence. Maintain academic style using soft colors and clear typography. Use vector graphics and neat math formulas.
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Deep Learning Architecture for Biomedical Named Entity Recognition using BioBERT and CRF

academic illustration
Deep Learning
biomedical NER model