Before revision:  Our proposed method uses BERT to generate embeddings for sentences of a given text and uses these embeddings as inputs for parallel lines of hidden layers in a neural network.
After revision:  Our proposed method uses BERT to generate embeddings for sentences of a given text and uses these embeddings as inputs of parallel lines of hidden layers in a neural network.