Update README.md

README.md

@@ -4,15 +4,15 @@ license: apache-2.0
 
 ## Model description
 
-Question type classification model based on multilingual BERT.
+A question type classification model based on multilingual BERT.
 
-The question type classifier takes as input the question, and returns a label that distinguishes boolean and extractive questions. 
+The question type classifier takes as input the question, and returns a label that distinguishes between boolean and short answer extractive questions. 
 
 The model was initialized with [bert-base-multilingual-cased](https://huggingface.co/bert-base-multilingual-cased) and fine-tuned on the answerable subset of [TyDiQA](https://huggingface.co/datasets/tydiqa) train questions. 
 
 ## Intended uses & limitations
 
-You can use the raw model for question classification. Biases associated with the pre-existing language model, bert-base-multilingual-cased, that we used may be present in our fine-tuned model, tydiqa-boolean-question-classifier.  
+You can use the raw model for question classification. Biases associated with the pre-existing language model, bert-base-multilingual-cased, may be present in our fine-tuned model, tydiqa-boolean-question-classifier.  
 
 ## Usage