GitHub / wisdomtooth546 / NaturalLanguageProcessing-NER-
This is a Named Entity Recognition project based on Google Al's BERT. The aim of the project was to fine-tune BERT to clinical data for NER using the data provided. This model was able to achieve an accuracy of 98% and an F1 score of 80% on the test dataset.
JSON API: http://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wisdomtooth546%2FNaturalLanguageProcessing-NER-
PURL: pkg:github/wisdomtooth546/NaturalLanguageProcessing-NER-
Stars: 2
Forks: 0
Open issues: 2
License: None
Language: Jupyter Notebook
Size: 413 KB
Dependencies parsed at: Pending
Created at: almost 4 years ago
Updated at: over 1 year ago
Pushed at: almost 4 years ago
Last synced at: over 1 year ago
Topics: bert-fine-tuning, deep-learning, named-entity-recognition, natural-language-processing