sentence1: particularly , zeng et al proposed a piecewise convolutional neural network architecture , which can build an extractor based on distant supervision .
sentence2: to address the issue of lack of data , zeng et al incorporate multi-instance learning with a piece-wise convolutional neural network to extract relations in distantly supervised data .