Update README.md

README.md

@@ -13,12 +13,10 @@ model-index:
   results: []
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-<!-- This model card has been generated automatically according to the information the Trainer had access to. You
-should probably proofread and complete it, then remove this comment. -->
 
 # irony_es_United_States
 
-This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on the None dataset.
+This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on part of the MultiPICo dataset.
 It achieves the following results on the evaluation set:
 - Loss: 0.0041
 - Accuracy: 0.6530
@@ -28,15 +26,11 @@ It achieves the following results on the evaluation set:
 
 ## Model description
 
-More information needed
-
-## Intended uses & limitations
-
-More information needed
+The model is trained considering the annotation of Spanish-speaking annotators from the United States only, on instances in Spanish (all linguistic varieties). The US annotations from these annotators are aggregated using majority voting and then used to train the model.
 
 ## Training and evaluation data
 
-More information needed
+The model has been trained on the annotation from annotators from the US from the MultiPICo dataset (instances in Spanish). The data has been randomly split into a train and a validation set.
 
 ## Training procedure