Before revision:  Using natural language processing techniques and machine learning based algorithms, we annotated each public tweet with seventeen latent semantic attributes, including :
After revision:  Using natural language processing techniques and machine learning based algorithms, we labelled each tweet with seventeen latent semantic attributes, including :