Joint Learning of Pre-Trained and Random Units for Domain Adaptation in Part-of-Speech Tagging

Sara Meftah, Youssef Tamaazousti, Nasredine Semmar +2

Fine-tuning neural networks is widely used to transfer valuable knowledge from high-resource to low-resource domains. In a standard fine-tuning scheme, source and target problems a…