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biomedical-relation-extraction

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KashifMoin1410 / HNM-Based-Biomedical-Relation-Extraction

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Implements relation extraction for biomedical texts using Hard Negative Mining to improve accuracy in identifying complex entity relationships. Includes code for data processing, training, and evaluation with BioC-format datasets.

natural-language-processing bioinformatics deep-learning pytorch bioc relation-extraction hard-negative-mining biomedical-relation-extraction contrastive-learning biomedical-nlp entity-relation-modeling bioinformatics-dataset
  • Updated May 25, 2025
  • Jupyter Notebook

ROCKY2901 / HNM-Based-Biomedical-Relation-Extraction

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This repository offers a robust implementation of biomedical relation extraction models, featuring Hard Negative Mining to boost performance. Explore baseline and HNM-enhanced models with complete code, pretrained models, and sample data for your experiments. 🦠📦

bioinformatics deep-learning pytorch bioc relation-extraction hard-negative-mining biomedical-relation-extraction contrastive-learning biomedical-nlp entity-relation-modeling bioinformatics-dataset
  • Updated May 29, 2025
  • Jupyter Notebook

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