Update README.md

README.md

@@ -15,22 +15,24 @@ should probably proofread and complete it, then remove this comment. -->
 
 # storyseeker
 
-This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on an unknown dataset.
+This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on the [StorySeeker](https://github.com/maria-antoniak/storyseeker) dataset.
 It achieves the following results on the evaluation set:
 - Loss: 0.4343
 - Accuracy: 0.8416
 
 ## Model description
 
-More information needed
+This model can be used to predict whether a text contains or does not contain a story. 
+
+For our definition of "story" please refer to our [codebook](https://github.com/maria-antoniak/storyseeker).
 
 ## Intended uses & limitations
 
-More information needed
+This model is intended for researchers interested in measuring storytelling in online communities, though it can be applied to other kinds of datasets. 
 
 ## Training and evaluation data
 
-More information needed
+The model was fine-tuned on the training split of the [StorySeeker](https://github.com/maria-antoniak/storyseeker) dataset, which contains 301 Reddit posts and comments annotated with story and event spans. This model was fine-tuned using binary document labels (the document contains a story or does not contain a story).
 
 ## Training procedure