https://github.com/abhibisht89/hf_course_event_adr

we use the 🤗 transformers library to fine-tune the SpanBERT/spanbert-large-cased model on the dataset ade_corpus_v2. The goal is for the fine-tuned model to perform Named Entity Recognition by identifying Adverse Drug Reactions (ADRs) as well as Drug names.
https://github.com/abhibisht89/hf_course_event_adr

Last synced: about 2 months ago
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we use the 🤗 transformers library to fine-tune the SpanBERT/spanbert-large-cased model on the dataset ade_corpus_v2. The goal is for the fine-tuned model to perform Named Entity Recognition by identifying Adverse Drug Reactions (ADRs) as well as Drug names.

• Host: GitHub
• URL: https://github.com/abhibisht89/hf_course_event_adr
• Owner: abhibisht89
• Created: 2021-11-19T06:01:27.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2021-11-20T04:50:36.000Z (about 3 years ago)
• Last Synced: 2023-03-08T09:01:37.644Z (almost 2 years ago)
• Language: Jupyter Notebook
• Homepage:
• Size: 327 KB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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# hf_course_event_prj

we use the 🤗 transformers library to fine-tune the SpanBERT/spanbert-large-cased model on the dataset ade_corpus_v2. The goal is for the fine-tuned model to perform Named Entity Recognition by identifying Adverse Drug Reactions (ADRs) as well as Drug names.




The finetune notebook for the ADR_XTRACTER model is contributed by https://github.com/jsylee, the original notebook which is used to finetune SciBERT can be find at :

https://github.com/jsylee/personal-projects/blob/master/Hugging%20Face%20ADR%20Fine-Tuning/SciBERT%20ADR%20Fine-Tuning.ipynb