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Nandita Goyal

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Aug 2026

The E6 model: span-level contrastive learning for enhancing biomedical named entity recognition

This study introduces E6, a unique method that combines structured prediction utilizing Conditional Random Fields with BIOES labeling, domain-adapted language models (PubMedBERT), and a new span-level contrastive loss that specifically addresses boundary detection problems.

Nandita Goyal, Navdeep Singh · 0 citations

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