How Transferable are Neural Networks in NLP Applications?
How Transferable are Neural Networks in NLP Applications?
Transfer learning is aimed to make use of valuable knowledge in a source domain to help model performance in a target domain.It is particularly important to neural networks, which are very likely to be overfitting.In some fields like image processing, many studies have shown the effectiveness of neural network-based transfer …