Data · dataset · 2022
Timofey/Pathways_Fine-Tuning_Dataset
Listed in Hugging Face Datasets
A PubMed-based dataset, used for the fine-tuning of the BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext model for the context-based classification of the names of molecular pathways.
Description
HuggingFace card of the fine-tuned model. GitHub link with a notebooks, for the fine-tuning and application of the model.
Citing If you found the developed datasets to be useful in your research, please cite the following articles: Ivanisenko, T.V., Saik, O.V., Demenkov, P.S. et al. ANDDigest:… See the full description on the dataset page: huggingface.co/datasets/Timofey/Pathways_Fine-Tuning_Dataset.
Links
Get the data
- Hugging Face dataset page huggingface.co/datasets/Timofey/Pathways_Fine-Tuning_Dataset ↗
Gated (auto) - request access on the dataset page
landing page · request access · from Hugging Face
Documentation and papers
- arXiv:2007.15779 arxiv.org/abs/2007.15779 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/Timofey/Pathways_Fine-Tuning_Dataset ↗
metadata API · from Hugging Face
Topics
- From keywords
- Computer Science & AI
Provenance · 1 source records, 7 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | Timofey/Pathways_Fine-Tuning_Dataset | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |