Update README.md

README.md

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 # 🧠 BERT Classifier for Black Article Detection
 
 ## 📝 Model Overview
-This repository hosts a fine-tuned BERT model (`bert-base-uncased`) for classifying sentences as being about Black entities. It is common in social sciences to want to analyse semantic and topic variation by race. While some terms do not require complementary language to disseminate meaning, e.g. "Negro", mentions of the word "Black" referencing Black people may be confused with many other meanings. This model identifies if a sentence contains a "Black" entity (i.e. person, group or organisation). The training dataset is also provided for reproducibility.
+This repository hosts a fine-tuned BERT model (`bert-base-uncased`) for classifying sentences as being about Black entities. It is common in social sciences to analyse semantic and topic variation by race. Some racial labels do not require complementary language to disseminate meaning, e.g. "Negro". However, mentions of the word "Black" referencing Black people may be confused with many other meanings. This model identifies if a sentence contains a "Black" entity (i.e. person, group or organisation). The training dataset is also provided for reproducibility.
 
 ## 📖 Description
 - **Model:** Fine-tuned `bert-base-uncased`