inventory / README.md
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---
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
.
β”œβ”€β”€ article_classifier.pt # Article classification model checkpoint
β”œβ”€β”€ article_classifier_modelcard.md # Model card for article classification model
β”œβ”€β”€ 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).