Update README.md

README.md

@@ -58,7 +58,7 @@ The model has been finetuned on the train set of the ArgKP-2021-GR dataset, whic
 ## How to Get Started with the Model
 
 Use the code below to get started with the model.
-In the following demonstration series, we show examples of matching and matching text predictions of our model for the key point "Social media regulation harms privacy" of the debatable topic "Social media platforms should be regulated by the government" and the focus is on arguments contesting thie topic.
+In the following demonstration series, we show examples of matching and non-matching text predictions of our model for the key point "Social media regulation harms privacy" of the debatable topic "Social media platforms should be regulated by the government" and the focus is on arguments contesting thie topic.
 ```
 import torch
 from transformers import pipeline, AutoModelForSequenceClassification, AutoTokenizer, BitsAndBytesConfig