OpenMed-NER-PharmaDetect-MultiMed-568M

38.9K
1 language
license:apache-2.0
by
OpenMed
Other
OTHER
Fair
39K downloads
Community-tested
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Quick Summary

Specialized model for Chemical Entity Recognition - Chemical entities from the BC5CDR dataset [](https://opensource.

Training Data Analysis

šŸ”µ Good (6.0/10)

Researched training datasets used by OpenMed-NER-PharmaDetect-MultiMed-568M with quality assessment

Specialized For

general
multilingual

Training Datasets (1)

c4
šŸ”µ 6/10
general
multilingual
Key Strengths
  • ā€¢Scale and Accessibility: 750GB of publicly available, filtered text
  • ā€¢Systematic Filtering: Documented heuristics enable reproducibility
  • ā€¢Language Diversity: Despite English-only, captures diverse writing styles
Considerations
  • ā€¢English-Only: Limits multilingual applications
  • ā€¢Filtering Limitations: Offensive content and low-quality text remain despite filtering

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