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Topic: "entity-relation-modeling"

KashifMoin1410/HNM-Based-Biomedical-Relation-Extraction

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.

Language: Jupyter Notebook - Size: 1.82 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

ROCKY2901/HNM-Based-Biomedical-Relation-Extraction

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. 🦠📦

Language: Jupyter Notebook - Size: 1.61 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

Related Topics
bioc 2 bioinformatics 2 bioinformatics-dataset 2 biomedical-nlp 2 biomedical-relation-extraction 2 contrastive-learning 2 deep-learning 2 hard-negative-mining 2 pytorch 2 relation-extraction 2 natural-language-processing 1