Binzong Geng

Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification

2021

Lifelong learning capabilities are crucial for sentiment classifiers to process continuous streams of opinioned information on the Web. However, performing lifelong learning is non-trivial for deep neural networks as continually training of incrementally available information …