Update README.md

README.md

@@ -22,9 +22,9 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the task of classification of why a clinical trial has stopped early.
 
-The dataset containing 3,747 manually curated reasons used for fine-tuning is available at [Hub](https://huggingface.co/datasets/opentargets/clinical_trial_reason_to_stop).
+The dataset containing 3,747 manually curated reasons used for fine-tuning is available in the [Hub](https://huggingface.co/datasets/opentargets/clinical_trial_reason_to_stop).
 
-More details on the model training are available in the github project ([link](https://github.com/opentargets/stopReasons)) and in the associated publication (TBC).
+More details on the model training are available in the GitHub project ([link](https://github.com/opentargets/stopReasons)) and in the associated publication (TBC).
 
 
 ## Training procedure