sentence1: hierarchical convolutional neural network ( shcnn ) , which integrates local and more global representations of a message , is first presented to estimate the conversation-level similarity between closely posted messages .
sentence2: in the first stage , we propose the siamese hierarchical convolutional neural network ( shcnn ) to estimate conversation-level similarity between pairs of closely posted messages .