| --- |
| license: mit |
| language: |
| - en |
| tags: |
| - bio |
| - infrastructure |
| - funding |
| - natural language processing |
| - BERT |
| --- |
| |
| # Biodata Resource Inventory |
|
|
| This repository holds the fine-tuned models used in the biodata resource inventory conducted in 2022 by the |
| [Global Biodata Coalition](https://globalbiodata.org/) in collaboration with [Chan Zuckerberg Initiative](https://chanzuckerberg.com/). |
|
|
| ## Repository Overview |
|
|
| The fine-tuned models for both the article classification and NER tasks are present, and each has an associated modelcard. |
|
|
| ```sh |
| . |
| ├── article_classifier.pt # Article classification model checkpoint |
| ├── article_classifier_modelcard.md # Model card for article classification model |
| ├── name_entity_recognition.pt # NER model checkpoint |
| └── name_entity_recognition_modelcard.pt # Modelcard for NER model |
| ``` |
|
|
| ## Associated Code |
|
|
| The associated code, data, and documentation for this project can be found on [GitHub](https://github.com/globalbiodata/inventory_2022/tree/inventory_2022_dev). |
