nasa-impact
/

science-keyword-classification

@@ -38,7 +38,7 @@ We have fine-tuned [INDUS Model](https://huggingface.co/nasa-impact/nasa-smd-ibm
 The model with focal loss and stratified sampling (alpha-1.2.1) outperformed all other configurations and previous models in terms of precision, recall, F1 score, and Jaccard similarity. The weighted metrics at various threshold for the model can be found below.
 ![image/png](https://cdn-uploads.huggingface.co/production/uploads/63f0e7de9cf89c9ed1bf92a2/CvhGPUzA2vJua3uu9H3tA.png)
-Please find accompanying [technical writeup here](https://github.com/NASA-IMPACT/science-keywords-classification/blob/develop/documents/Science_Keyword_Classification.pdf).
 ## References
 - RoBERTa: [arXiv](https://arxiv.org/abs/1907.11692)

 The model with focal loss and stratified sampling (alpha-1.2.1) outperformed all other configurations and previous models in terms of precision, recall, F1 score, and Jaccard similarity. The weighted metrics at various threshold for the model can be found below.
 ![image/png](https://cdn-uploads.huggingface.co/production/uploads/63f0e7de9cf89c9ed1bf92a2/CvhGPUzA2vJua3uu9H3tA.png)
+Please find accompanying [technical writeup here](https://drive.google.com/file/d/1g4l5tLjeNUu3z8fcVMKuIXs7hLifVfSu/view?usp=sharing).
 ## References
 - RoBERTa: [arXiv](https://arxiv.org/abs/1907.11692)