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Domain Generalization: A Survey

arXiv.org Artificial Intelligence

... problem in mind. As To overcome the domain shift problem, as well as the a consequence, a learning agent trained only with source absence of target data, the problem of domain generalization data will typ...



To Augment or Not to Augment? A Comparative Study on Text Augmentation Techniques for Low-Resource NLP

arXiv.org Artificial Intelligence

... OUNTRY in both sentences, whereas USA would have the labels A RG 1: VISITED and A RG 0: AGENT / ENTITY TRYING . As can be seen, for our sequence tagging tasks, the local context is much smal...